TWI828105B - Logistics processing system and method thereof - Google Patents

Abstract

A logistics processing system and a method thereof are applied in a transportation and processing environment that handles the last mile of logistics. When using the logistics processing system of the present invention to perform a logistics processing method, first, a distribution action is performed, and through Book logistics delivery and/or real-time logistics delivery mode, deliver one or more items to be delivered from the collection point to the appropriate last-mile transfer point; and then perform last-mile delivery actions to book logistics delivery and/or real-time logistics Logistics delivery mode, and the one or more items to be delivered are delivered to the recipient from the one or more transfer points for the items to be delivered, and/or the recipient can pick them up in person at the last mile transfer point There is more than one item to be delivered. Utilizing the logistics processing system and method of the present invention, more than one item to be delivered can be transported to the last mile transfer point in a more time-saving and/or route-saving manner through scheduled logistics distribution and/or real-time logistics distribution. , making it easier for the recipient to pick up more than one item to be delivered.

Description

Logistics processing system and method thereof

The present invention relates to a logistics processing system and a method. More specifically, it relates to a logistics processing system and a method applied in a transportation processing environment for processing the last mile of logistics. Utilizing the logistics of the present invention The processing system and its method allow more than one item to be delivered to be delivered to the recipient at the last mile transfer point in a more time-saving and/or route-saving manner through scheduled logistics delivery and/or real-time logistics delivery. It is easier to receive more than one item to be sent.

As far as the current conventional goods delivery services are concerned, for example, Black Cat Delivery Service adopts the method of delivering goods, which is to first collect the mailed goods to distribution points in various places, and then deliver the goods to the responsible person according to the delivery location of the goods. The transfer station at the delivery location will then allow delivery vehicles/personnel to deliver the items according to the receiving address.

However, this conventional method of delivering items often fails to deliver the items when the recipient is not at home. In addition, since the delivery route/time only relies on pre-planning and cannot respond immediately, problems often occur due to the fixed delivery method. There is also the problem of on-time delivery of items. Furthermore, during shopping festivals when there is a large volume of items to be delivered, due to limited delivery vehicles and full-time delivery personnel, it is often impossible to handle the delivery of items, resulting in delays in the time for recipients to collect the items.

Taiwan Publication/Announcement No. I668653 "Commodity Object Information Processing Method and System" discloses a commodity object information processing method and system. Among them, the method includes: determining the commodity object to be pre-sold as futures and the pre-sale quantity; determining the commodity object The belonging first user information, as well as the information of the physical logistics warehouse associated with the first user; generate the virtual logistics warehouse information of the commodity object; when displaying the logistics warehouse information of the commodity object to the second user, obtain the second The user's address information is determined and whether the address information of the second user is within the distribution coverage of the virtual logistics warehouse. If so, the virtual logistics warehouse information of the commodity object is provided to the second user. Through this application, phenomena such as "oversold" or exceeding the delivery coverage area can be prevented during the futures pre-sale process.

Taiwan Publication/Announcement No. 202016814 "Logistics Object Management Equipment and Logistics Object Delivery and Shipping Control Methods and Devices" discloses logistics object management equipment and logistics object delivery and shipping control methods and devices, wherein the logistics object management equipment is When in use, it is embedded in the wall used to separate the user's indoor and outdoor rooms; the logistics object management equipment includes a first door used to be opened from the outside, and a second door used to be opened from the indoor. Through the embodiments of the present invention, the "last hundred meters" problem in the logistics process can be effectively solved.

Taiwan Publication/Announcement No. 202012282 "Logistics object management equipment and method for receiving logistics objects using the same" discloses a logistics object management device, a method and device for receiving logistics objects using the logistics object management device, and a non-transitory computer-readable storage medium . The logistics object management equipment includes: a plurality of logistics object access containers for storing logistics objects; a movable back panel for blocking at least part of the rear side of the multiple logistics object access containers; a transmission mechanism for controlling the removable The movable back panel moves on the back side of multiple logistics object storage and retrieval containers.

Taiwan Publication/Announcement No. 202006616 "Method, device and system for obtaining distribution information of logistics objects" discloses a method, device and system for obtaining distribution information of logistics objects. The obtaining method includes: receiving a message sent by the delivery party terminal for at least one logistics object. Communication request of the recipient terminal associated with the object, the communication request includes the communication connection information of the recipient terminal; establishes communication with the recipient terminal based on the communication connection information, and receives the communication information of the recipient terminal; determines the delivery of the logistics object based on the communication information Information; send delivery information to the delivery party's terminal. The delivery party does not need to communicate with the receiving party's terminal to determine the delivery information of the logistics objects. It achieves batch acquisition of delivery information of the logistics objects. On the one hand, it reduces the communication time cost between the delivery party and the receiving party and improves the delivery efficiency of the logistics objects; on the other hand, it reduces the communication time cost between the delivery party and the receiving party. On the one hand, the machine replaces the delivery party's communication with the receiver, which can achieve a high level of fulfillment and delivery under the pressure of a large number of dispatches, long communication time and communication quality, and improves the receiver's experience.

Taiwan Publication/Announcement No. 201935345 "A Logistics Object Processing Method and System" discloses a logistics object processing method and system, which involves the field of logistics information technology and includes: various storage devices including logistics object transportation devices, lifting devices and logistics object storage devices. The cooperation of layers realizes the collection of logistics objects, and the collection of mutually superimposed and connected storage layers realizes the storage of logistics objects. Since each storage layer is integrated into one, there is no need to perform separate operations between the collection and storage of logistics objects. In this application, the server controls the logistics object transportation device to transport the logistics objects to the corresponding storage layer for storage; and controls the lifting device according to the loading information of the storage layer. The device switches the storage layer of the logistics object storage device to achieve the purpose of automating the collection and storage of logistics objects, further reducing the cost of the logistics object collection and storage process; and making full use of the warehouse height for storage.

So how can we solve the problem? In terms of the conventional delivery methods, when the recipient is not at home, the delivery of the goods is often impossible. In addition, since the delivery route/time only relies on pre-planning and cannot respond immediately, the delivery method is often fixed. This creates the problem of being unable to deliver items on time. Furthermore, during shopping festivals when there is a large volume of delivered items, due to the limited number of delivery vehicles and full-time delivery personnel, items are often unable to be delivered, resulting in delays in the recipient's time to collect the items; All of the above are problems to be solved.

The main purpose of the present invention is to provide a logistics processing system and a method thereof, which are applied in a transportation and processing environment of the last mile of logistics. When using the logistics processing system of the present invention to perform a logistics processing method, First, the distribution action is carried out, and more than one item to be delivered is delivered from the collection point to the appropriate last-mile transfer point through scheduled logistics delivery and/or real-time logistics delivery; then, the last-mile delivery action is carried out , deliver the one or more items to be delivered from the transfer point of the one or more items to be delivered to the recipient through scheduled logistics delivery and/or real-time logistics delivery, and/or allow the recipient to Go to the last-mile transfer point to pick up one or more items to be delivered. Utilizing the logistics processing system and method of the present invention, more than one item to be delivered can be transported to the last mile transfer point in a more time-saving and/or route-saving manner through scheduled logistics distribution and/or real-time logistics distribution. , making it easier for the recipient to pick up more than one item to be delivered.

Another object of the present invention is to provide a logistics processing system and method thereof, which are applied in the last mile transportation processing environment of logistics and can solve the problem of failure to deliver goods when the recipient is not at home. Problems with the items; in addition, the delivery route/time, in addition to relying on the fixed delivery method planned in advance, can be adapted to the immediately available delivery method to deliver the items on time; furthermore, during shopping festivals and the delivery of items is in large quantities, In addition to the limited number of full-time delivery personnel, third parties and/or part-time delivery personnel can also be used to handle the delivery of items, so as not to delay the recipient's time to collect the items.

According to the above-mentioned objectives, the present invention provides a logistics processing system, which includes a data transmission/reception module, a processing module, and a database.

Data transmission/reception module. This data transmission/reception module will at least receive the item's receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day arrival, etc.), and will This information is sent to the processing module.

Processing module, which receives the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery, etc.) from the data transmission/receiving module, and processes it as Scheduled logistics distribution and/or real-time logistics distribution mode, transmit the information of more than one item to be delivered from the receiving point to the appropriate last-mile transfer point to the data transmission/reception module, so that the data transmission/reception module can The group can transmit this information to the item delivery personnel to deliver more than one item to be delivered from the collection point to the appropriate last-mile transfer point; among which, more than one item to be delivered is delivered from the collection point to the appropriate The information of the last-mile transfer point includes first information and/or second information, in which the delivery path/time of one or more items to be delivered from the collection point to the appropriate last-mile transfer point depends on the prior information. Planned fixed delivery methods/times to obtain the first information on the delivery of more than one item to be delivered from the collection point to the appropriate last-mile transfer point, and/or the ability to instantly determine the delivery route/time based on the delivery situation Adjust contingency, for example, assign full-time delivery personnel and/or third parties and/or part-time personnel to obtain immediate secondary information on the delivery of more than one item to be delivered from the collection point to the appropriate last-mile transfer point; And, among them, when performing the last-mile delivery operation, after processing, the one or more items to be delivered will be sent from the last-mile in the form of scheduled logistics delivery and/or real-time logistics delivery according to the delivery route/time. Delivery to the recipient at the last-mile transfer point, and/or allowing the recipient to pick up the one or more items to be delivered in person at the last-mile transfer point; that is, more than one item to be delivered is shipped from the last-mile transfer point The delivery route/time from the transfer point to the delivery address is processed and relied on the fixed delivery method/time planned in advance to obtain the third information of more than one item to be delivered from the last mile transfer point to the delivery address. And/or, be able to make real-time adjustments to the delivery route/time according to the delivery situation, for example, assign full-time delivery personnel and/or third parties and/or part-time personnel, so that one or more items to be delivered can be immediately transferred from the last delivery location. The fourth information of the mile transfer point to be delivered to the delivery address, and/or, the fifth information is used to notify the recipient so that the recipient can go to the last mile transfer point to personally pick up the one or more items to be delivered.

After the processing module obtains the first information and/or the second information and/or the third information and/or the fourth information and/or the fifth information, it sends it to the data transmission/reception module for data transmission. /The receiving module can transmit the first information and/or the second information and/or the third information and/or the fourth information to full-time delivery personnel and/or third parties and/or part-time personnel for delivery of more than one item. Distribution operations, or data transmission The sending/receiving module transmits the fifth information to the recipient, so that the recipient can go to the last-mile transfer point to personally pick up the one or more items to be sent.

Database, which cooperates with the data transmission/reception module and the processing module, and stores the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day arrival, etc.), and/or, first information and/or second information and/or third information and/or fourth information and/or fifth information.

When using the logistics processing system of the present invention to perform a logistics processing method, firstly, a distribution action is performed to deliver more than one item to be delivered from the receiving point to an appropriate location through scheduled logistics distribution and/or real-time logistics distribution. Last mile transit point.

Here, the data transmission/reception module will at least receive the item's receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery, etc.), and send this information to the processing Module; the processing module receives the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery, etc.), and then processes it with scheduled logistics delivery and/or real-time logistics delivery type, transmit the information of more than one item to be delivered from the receiving point to the appropriate last-mile transfer point to the data transmitting/receiving module, so that the data transmitting/receiving module can transmit the information to the item delivery personnel to deliver more than one item to be delivered from the collection point to the appropriate last-mile transfer point; among which, the information of delivering more than one item to be delivered from the collection point to the appropriate last-mile transfer point Contains first information and/or second information, in which the delivery path/time of one or more items to be delivered from the collection point to the appropriate last-mile transfer point is processed and relied on the fixed delivery method/time planned in advance. It can obtain the first information on the delivery of more than one item to be delivered from the receiving point to the appropriate last-mile transfer point, and/or be able to make immediate adjustments to the delivery route/time according to the delivery situation, for example, assigning a responsible person Delivery personnel and/or third parties and/or part-time personnel obtain second information on the immediate delivery of one or more items to be delivered from the collection point to the appropriate last-mile transfer point; and, the processing module obtains After outputting the first information and/or the second information, send it to the data transmission/reception module, so that the data transmission/reception module can transmit the first information and/or the second information to the regular delivery personnel and/or Third parties and/or part-time personnel carry out delivery operations for more than one item.

Then, perform the last-mile delivery operation to deliver the one or more items to be delivered from the transfer point of the one or more items to be delivered to the recipient in the form of scheduled logistics delivery and/or real-time logistics delivery, and /Or, the recipient can go to the last-mile transit point to pick up more than one item to be delivered.

Here, when performing the last-mile delivery operation, after processing, the items to be delivered are transported from the last-mile transfer point in a scheduled logistics delivery and/or real-time logistics delivery mode according to the delivery route/time. Delivery to the recipient, and/or allowing the recipient to pick up the one or more items to be delivered at the last-mile transfer point; that is, more than one item to be delivered is transferred from the last-mile transfer point The delivery route/time of delivery to the delivery address, after processing, relies on the fixed delivery method/time planned in advance to obtain the third information of more than one item to be delivered from the last mile transfer point to the delivery address, and/ Or, it can adjust the delivery route/time in real time according to the delivery situation, for example, assign full-time delivery personnel and/or third parties and/or part-time personnel, so that one or more items to be delivered can be transferred from the last mile in real time. Click the fourth information for delivery to the delivery address, and/or notify the recipient with the fifth information so that the recipient can go to the last-mile transfer point to pick up the one or more items to be delivered; and, After obtaining the third information and/or fourth information and/or fifth information, the processing module sends it to the data transmission/reception module so that the data transmission/reception module can transmit the third information and/or The fourth information is transmitted to full-time delivery personnel and/or third parties and/or part-time personnel to carry out the delivery operation of more than one item, or the data transmission/reception module transmits the fifth information to the recipient for delivery. The recipient can go to the last-mile transfer point to pick up the items to be delivered in person.

In order to enable those familiar with the art to understand the purpose, characteristics and effects of the present invention, the present invention is described in detail below through the following specific embodiments and the accompanying drawings:

1: Logistics processing system

2: Data transmission/reception module

3: Processing module

4: Database

5:Receive point

6: Last mile transfer point

7: Item delivery personnel

8:Recipient

9: Electronic devices

50:Items

51:First information

52: Second information

54:Fourth information

55:Fifth Information

81 82 83: Recipient

101 102: Steps

201 202: Steps

301 302: Steps

500:Items

501:Items

502:Items

511:First information

512:First information

521: Second information

531:Third information

541:Fourth information

551:Fifth information

Figure 1 is a system schematic diagram for illustrating the system architecture and operation of the logistics processing system of the present invention; Figure 2 is a flow chart for illustrating the use of the logistics processing system of the present invention as shown in Figure 1 The system is used to carry out the process steps of the logistics processing method; Figure 3 is a schematic diagram used to illustrate an embodiment of the logistics processing system of the present invention and its operation; Figure 4 is a flow chart used to illustrate the use of Figure 3 shows an embodiment of the logistics processing system of the present invention for performing a process step of the logistics processing method; Figure 5 is a schematic diagram for illustrating another embodiment of the logistics processing system of the present invention and its operation. Situation; Figure 6 is a flow chart illustrating another process step of a logistics processing method using another embodiment of the logistics processing system of the present invention as shown in Figure 5; and Figure 7 is a schematic diagram used to illustrate another embodiment of the logistics processing system of the present invention and its operation.

Figure 1 is a system schematic diagram used to illustrate the system architecture and operation of the logistics processing system of the present invention. As shown in Figure 1, the logistics processing system 1 includes a data transmission/reception module 2, a processing module 3, and a database 4.

Data transmission/reception module 2. This data transmission/reception module 2 will receive at least one or more items' receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery, etc. etc.), and transmit this information to the processing module 3.

Processing module 3, the processing module 3 receives the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same day arrival) of the one or more items from the data transmission/reception module 2 government, etc.), and after processing, the information of delivering more than one item to be delivered from the collection point to the appropriate last-mile transfer point is transmitted to the data transmission/reception in the form of scheduled logistics delivery and/or real-time logistics delivery. Module 2, so that the data transmission/reception module 2 can transmit the information to the item delivery personnel to deliver more than one item to be delivered from the receiving point to the appropriate last-mile transfer point; among which, more than one item The information that the items to be delivered is delivered from the collection point to the appropriate last-mile transfer point includes first information and/or second information, in which more than one item to be delivered is delivered from the collection point to the appropriate last-mile transfer point. The delivery route/time of the mile transfer point, after processing, relies on the fixed delivery method/time planned in advance to obtain the first information of delivering more than one item to be delivered from the collection point to the appropriate last mile transfer point, and/ Or, the delivery route/time can be adjusted immediately according to the delivery situation. For example, full-time delivery staff and/or third parties and/or part-time staff assigned as delivery staff can obtain more than one item to be delivered in real time. The second information is delivered from the collection point to the appropriate last mile transfer point, where, for example, either the first information and/or the second information can be provided by the item delivery personnel (e.g., regular delivery personnel and/or Third parties and/or part-time workers) first use the electronic devices used (for example, Android phones, iPhones, laptops, iPods, tablets, handheld devices configured for home delivery requirements, mobile data collectors, etc.) to enter their The date/time period information that can work and/or its transportation means (such as large trucks, small trucks, electric motorcycles, etc.) information, and the electronic device is used to transmit the date/time period information and/or the transportation means information to The data transmission/reception module 2 of the logistics processing system 1, and the processing module 3, after receiving the date/time period information and/or the transportation vehicle information from the data transmission/reception module 2, passes the conditions of the processing module 3 Matching processing The first information and/or the second information are generated, that is, when performing the conditional matching process, the processing module 3 takes into account the receiving address information and delivery address information of the one or more items. , and item delivery information (for example, normal temperature, low temperature, same-day delivery, etc.) are "conditionally matched" with the date/time period information and/or the transportation vehicle information, and the first information and/or the third information are generated. 2. Information; and, among them, when performing the last-mile delivery action, through the processing of the processing module 3, the one or more items are processed by scheduled logistics delivery and/or real-time logistics delivery according to the delivery route/time. Deliver the items to the recipient from the last-mile transfer point, and/or allow the recipient to go to the last-mile transfer point to pick up more than one item to be delivered; that is, more than one item The delivery path/time of the items to be delivered from the last mile transfer point to the delivery address can be processed by processing module 3, and the fixed delivery method/time planned in advance can be used to determine the starting point for more than one item to be delivered from the last mile to the delivery address. The third information of the one-mile transfer point to the delivery address, and/or can make real-time adjustments to the delivery route/time according to the delivery situation, for example, assigning full-time delivery personnel and/or third parties and/or part-time personnel, and Obtain the fourth information of the immediate delivery of one or more items to be delivered from the last mile transfer point to the delivery address, and/or notify the recipient with the fifth information so that the recipient can arrive at the last mile transfer point. The one or more items to be delivered can be picked up personally at the transfer point; here, for example, whether it is the third information and/or the fourth information and/or the fifth information, the items can be delivered by the item delivery personnel (for example, full-time staff) Delivery personnel and/or third parties and/or part-time personnel) first use the electronic devices used (for example, Android phones, iPhones, laptops, iPods, tablets, handheld devices configured for home delivery needs, mobile data collectors, etc. etc.) and input the date/time period information that it can work and/or its transportation vehicle (for example, large truck, small truck, electric motorcycle, etc.) information, and use the electronic device to convert the date/time period information and/or the The transportation tool information is sent to the data transmission/reception module 2 of the logistics processing system 1, and the processing module 3 processes the date/time period information and/or the transportation tool information from the data transmission/reception module 2. The third information and/or the fourth information and/or the fifth information are generated by the conditional matching processing of module 3, that is, when performing the conditional matching processing, the processing module 3 considers the distribution The route/time is "conditionally matched" with the date/time period information and/or the transportation means information in the form of scheduled logistics delivery and/or real-time logistics delivery, and generates the third information and/or the fourth information and/ or the fifth information.

After obtaining the first information and/or the second information and/or the third information and/or the fourth information and/or the fifth information, the processing module 3 sends it to the data transmission/reception module 2 for The data transmission/reception module 2 can transmit the first information and/or the second information and/or the third information through wired transmission and/or wireless transmission. Information and/or fourth information are transmitted to electronic devices used by full-time delivery personnel and/or third parties and/or part-time personnel, such as Android phones, iPhones, laptops, iPods, tablets, and handheld devices configured for home delivery needs. equipment, mobile data collectors, etc., to perform the delivery operation of more than one item, or the data transmission/reception module 2 transmits the fifth information to the recipient through wired transmission and/or wireless transmission. Electronic devices, such as Android phones, iPhones, laptops, iPods, and tablets, allow the recipient to pick up more than one item to be delivered at the last-mile transfer point.

Database 4, this database 4 cooperates with the data transmission/reception module 2 and the processing module 3, and stores the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery information) etc.), and/or, first information and/or second information and/or third information and/or fourth information and/or fifth information.

Here, in the logistics processing system 1 of the present invention, the data transmission/reception module 2 and/or the processing module 3 and/or the database 4 are at least one of hardware, software, and firmware.

Here, the processing module 3 will apply a heuristic algorithm, a machine learning algorithm or a deep learning algorithm. The heuristic algorithm can be a genetic algorithm (GA), simulated annealing algorithm (Simulate Anneal Arithmetic). , SAA), Ant Colony Optimization (ACO), Bee Algorithm (BA), Particle Swarm Optimization (PSO), Memetic Algorithm (MA), Cultural Calculus Method (Cultural Algorithms, CA), Differential Evolution Algorithm (Differential Evolution, DE), Bat Algorithm (BA), Artificial Fish-Swarm Algorithm (AFSA), Harmony Search Algorithm , HSA), and at least one of Water Flow-like Algorithm (WFA); the machine learning algorithm can be linear regression (Linear Regression), polynomial regression (Polynomial Regression), or logistic regression (Logistic Regression) , Artificial Neural Network (ANN), K-nearest neighbor classification (KNN), Decision tree (Decision tree), Random Forest (Random Forest), Support vector machine (SVM) , adaptive boosting (Adaptive Boosting, AdaBoost), gradient boosting decision tree (Extreme Gradient Boosting, XGBoost), discrete-time Markov chain (DTMC), and at least the Monte Carlo method (Monte Carlo method) One of them; in addition, the deep learning algorithm can be a deep belief network (DBN), a convolutional neural network (CNN), and a recursive neural network. At least one of the recurrent neural networks (RNN), or the deep learning algorithm can be other deep learning algorithms extended based on the underlying architecture of the above three neural networks.

The heuristic algorithm, machine learning algorithm or deep learning algorithm applied by the processing module 3 is for example, and other types of heuristic algorithms, machine learning algorithms or deep learning algorithms can also be used, and The reason is the same and similar to the above.

Figure 2 is a flow chart illustrating the process steps of a logistics processing method using the logistics processing system of the present invention as shown in Figure 1 . As shown in Figure 2, first, in step 101, the distribution action is performed, and more than one item to be delivered is sent from more than one item through the processing module 3 in the scheduled logistics distribution and/or real-time logistics distribution mode. The pickup point is delivered to one or more appropriate last-mile transfer points, and step 102 is entered.

Here, in step 101, the data transmission/reception module 2 will at least receive the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery, etc.) of more than one item. ), and transmits the information to the processing module 3; after receiving the receiving address information, the delivery address information, and the item delivery information (for example, normal temperature, low temperature, same-day delivery, etc.), the processing module 3 passes The processing of processing module 3 is to transmit the information of one or more items to be delivered from the receiving point to the appropriate last-mile transfer point to the data transmission/receiving module in the form of scheduled logistics distribution and/or real-time logistics distribution. Group 2, so that the data transmission/reception module 2 can transmit the information to the electronic device used by the item delivery personnel through wired communication and/or wireless communication, so as to deliver more than one item to be delivered from the receiving point to the appropriate the last mile transfer point; wherein, the information of more than one item to be delivered from the collection point to the appropriate last mile transfer point includes first information and/or second information, wherein more than one item to be delivered is The delivery path/time for delivering items from the collection point to the appropriate last-mile transfer point can be processed by processing module 3 and based on the fixed delivery method/time planned in advance to determine the starting point for more than one item to be delivered. The first information of delivery from the pick-up point to the appropriate last-mile transfer point, and/or the ability to immediately adjust the delivery route/time according to the delivery situation, such as assigning full-time delivery personnel and/or third parties and/or part-time workers personnel, and obtain the second information of the immediate delivery of one or more items to be delivered from the collection point to the appropriate last-mile transfer point; and, the processing module 3 obtains the first information and/or the second information Then, send it to the data transmission/reception module 2, so that the data transmission/reception module 2 can transmit the first information and/or the second information to full-time delivery personnel and/or third parties and/or part-time personnel, Carry out delivery operations for more than one item.

Here, for example, whether it is the first information and/or the second information, the item delivery personnel (for example, full-time delivery personnel and/or third parties and/or part-time personnel) may first utilize the electronic devices used (for example, Android phones, iPhones, laptops, iPods, tablets, handheld devices configured for home delivery needs, mobile data collectors, etc.) and enter their workable date/time information and/or their transportation tools (for example, large trucks) , small trucks, electric motorcycles, etc.) information, and use the electronic device to transmit the date/time period information and/or the transportation means information to the data transmission/reception module 2 of the logistics processing system 1, and the processing module 3 After receiving the date/time period information and/or the transportation vehicle information from the data transmission/reception module 2, the first information and/or the second information are generated through the conditional matching processing of the processing module 3, That is, when performing the conditional matching process, the processing module 3 considers the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery information) of the one or more items. etc.) with the date/time period information and/or the transportation means information, and generate the first information and/or the second information.

Step 102: Carry out the last-mile delivery operation; deliver the one or more items to be delivered from the one or more last-mile transfer points through the processing module 3 in a scheduled logistics delivery and/or real-time logistics delivery mode To more than one recipient, and/or so that the more than one recipient can pick up the more than one item to be delivered at the more than one last-mile transfer point.

Here, in step 102, when performing the last-mile delivery operation, through the processing of the processing module 3, the one or more items will be processed by scheduled logistics delivery and/or real-time logistics delivery according to the delivery route/time. Deliver the items to the recipient from the last-mile transfer point, and/or allow the recipient to go to the last-mile transfer point to pick up more than one item to be delivered; that is, more than one item The delivery path/time of the items to be delivered from the last mile transfer point to the delivery address can be processed by processing module 3, and the fixed delivery method/time planned in advance can be used to determine the starting point for more than one item to be delivered from the last mile to the delivery address. The third information of the one-mile transfer point to the delivery address, and/or can make real-time adjustments to the delivery route/time according to the delivery situation, for example, assigning full-time delivery personnel and/or third parties and/or part-time personnel, and Obtain the fourth information of the immediate delivery of one or more items to be delivered from the last mile transfer point to the delivery address, and/or notify the recipient with the fifth information so that the recipient can arrive at the last mile transfer point. Pick up one or more items to be delivered at the transfer point; and, after obtaining the third information and/or the fourth information and/or the fifth information, the processing module 3 sends it to the data transmission/reception module 2, so that the data transmission/reception module 2 can transmit the third information and/or the fourth information to full-time delivery personnel and/or third parties and/or part-time workers through wired communication and/or wireless communication. The electronic device used by the employee performs the delivery operation of more than one item, or the data transmission/reception module 2 transmits the fifth information to the electronic device used by the recipient, so that the recipient can go to the electronic device used by the recipient. Pick up one or more items to be delivered at the last mile transfer point.

Here, for example, whether it is the third information and/or the fourth information and/or the fifth information, the item delivery personnel (for example, full-time delivery personnel and/or third parties and/or part-time personnel) may first Use the electronic device used (for example, Android phone, iPhone, laptop, iPod, tablet, handheld device configured for home delivery needs, mobile data collector, etc.) to enter the date/time period information that it can work and/ or its means of transportation (for example, large trucks, small trucks, electric motorcycles, etc.) information, and use the electronic device to transmit the date/time information and/or the information of the means of transportation to the data transmission/reception of the logistics processing system 1 Module 2, and after receiving the date/time period information and/or the transportation vehicle information from the data transmission/reception module 2, the processing module 3 generates the third party through the conditional matching processing of the processing module 3. information and/or the fourth information and/or the fifth information, that is, when performing the condition matching processing, the processing module 3 considers the scheduled logistics delivery and/or real-time logistics delivery mode according to the delivery route/time. Perform "conditional matching" with the date/time period information and/or the transportation vehicle information, and generate the third information and/or the fourth information and/or the fifth information.

Figure 3 is a schematic diagram illustrating an embodiment of the logistics processing system of the present invention and its operation. The embodiment in Figure 3 is that the delivery path/time of more than one item 50 to be delivered from more than one collection point 5 to the appropriate last mile transfer point is processed by the processing module 3, relying on The fixed delivery method/time planned in advance results in the first information 51 that more than one item 50 to be delivered is delivered from more than one collection point 5 to more than one appropriate last-mile transfer point 6. Here, When more than one item 50 to be delivered is delivered from more than one collection point 5 to more than one appropriate last-mile transfer point 6, direct delivery may be adopted, or different item delivery personnel 7 (for example, Full-time delivery personnel and/or third parties and/or part-time personnel) segmented pick-up and drop-off methods, depending on the actual implementation; and, real-time adjustments to the delivery route/time according to the delivery situation, for example, assigning full-time delivery personnel and/or third parties and/or part-time personnel’s item delivery personnel 7, resulting in the immediate delivery of more than one item 50 to be delivered from more than one last-mile transfer point 6 to more than one recipient 8 The fourth information 54 of the delivery address, here, when more than one item 50 to be delivered is delivered from more than one last mile transfer point 6 to the delivery address of more than one recipient 8, Can be delivered directly method, or by using different item delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel) to pick up and drop off in sections, depending on the actual implementation.

As shown in Figure 3, the logistics processing system 1 includes a data transmission/reception module 2, a processing module 3, and a database 4.

Data transmission/reception module 2. This data transmission/reception module 2 will at least receive the receiving address information, delivery address information, and items of more than one item 50 to be sent at more than one receiving point 5 Delivery information (for example, normal temperature, low temperature, delivery on the same day, etc.), and transmit this information to the processing module 3.

Processing module 3, the processing module 3 receives from the data transmission/reception module 2 the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery, etc.), through the processing of the processing module 3, more than one item 50 to be delivered is delivered from more than one collection point 5 to the appropriate location in the form of scheduled logistics delivery and/or real-time logistics delivery. The information of more than one last mile transfer point 6 is sent to the data transmission/reception module 2, so that the data transmission/reception module 2 can transmit the information to the item delivery personnel 7, for example, assign a full-time delivery personnel and/ or third parties and/or part-time personnel to deliver more than one item 50 to be delivered from more than one collection point 5 to more than one appropriate last-mile transfer point 6; among which, more than one item 50 to be delivered The information 50 delivered from more than one collection point 5 to more than one appropriate last-mile transfer point 6 includes first information 51, in which more than one item 50 to be delivered is delivered from more than one collection point 5 The delivery route/time to more than one appropriate last-mile transfer point 6 can be processed by the processing module 3, and one or more items to be delivered 50 can be obtained from the receipt by relying on the fixed delivery method/time planned in advance. First information 51 for delivery from point 5 to the appropriate last mile transfer point 6, where more than one item 50 to be delivered is delivered from more than one collection point 5 to more than one appropriate last mile transfer point 6. At 6 o'clock, direct delivery may be adopted, or delivery may be carried out in stages by different delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel), depending on the actual implementation; and, Among them, when performing the last-mile delivery operation, through the processing of the processing module 3, the one or more items to be delivered 50 are sent from the delivery route/time in the scheduled logistics delivery and/or real-time logistics delivery mode. One last-mile transfer point 6 is delivered to more than one recipient 8; that is, more than one item 50 to be delivered is delivered from more than one last-mile transfer point 6 to the delivery address. The route/time can be processed by the processing module 3, and the delivery route/time can be adjusted in real time according to the delivery situation, for example, designated as a full-time delivery person and/or a third party Article delivery personnel 7 of party and/or part-time personnel, and it is concluded that more than one item 50 to be delivered is delivered from more than one last-mile transfer point 6 to the delivery address of more than one recipient 8 in real time Fourth information 54, here, when more than one item 50 to be delivered is delivered from more than one last mile transfer point 6 to the delivery address of more than one recipient 8, direct delivery can be adopted , or use different item delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel) to pick up and drop off in sections, depending on the actual implementation.

Here, for example, the first information can be first used by the item delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel) using the electronic devices 9 (for example, Android mobile phones, iPhones, notebooks, etc.) computers, iPods, tablets, handheld devices configured for home delivery needs, mobile data collectors, etc.) and enter the date/time period information that they can work and/or their transportation tools (for example, large trucks, small trucks, electric motorcycles, etc. etc.) information, and uses the electronic device 9 to transmit the date/time period information and/or the transportation vehicle information to the data transmission/reception module 2 of the logistics processing system 1, and the processing module 3 receives the data transmission/reception module 2 from the logistics processing system 1. After receiving the date/time period information and/or the transportation vehicle information from the module 2, the first information is generated through the conditional matching processing of the processing module 3. That is, when the conditional matching processing is performed, the first information is generated. Module 3 considers the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery, etc.) of more than one item and the date/time period information and/or the "Conditional matching" is performed based on the transportation tool information, and the first information is generated.

Here, for example, the fourth information can be first used by the item delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel) using the electronic devices 9 used (for example, Android mobile phones, iPhones, Laptops, iPods, tablets, handheld devices configured for home delivery needs, mobile data collectors, etc.) and enter the date/time information that they can work and/or their transportation tools (for example, large trucks, small trucks, electric motors, etc.) vehicle, etc.) information, and uses the electronic device 9 to transmit the date/time period information and/or the transportation vehicle information to the data transmission/reception module 2 of the logistics processing system 1, and the processing module 3 receives the data from After transmitting/receiving the date/time period information and/or the transportation vehicle information of the module 2, the fourth information is generated through the conditional matching processing of the processing module 3, that is, when the conditional matching processing is performed , the processing module 3 considers the scheduled logistics delivery and/or real-time logistics delivery mode according to the delivery route/time and the date/time period information and/or the transportation tool information to perform "conditional matching", and generates the fourth information .

After obtaining the first information 51 and/or and/or the fourth information 54, the processing module 3 sends it to the data transmission/reception module 2, so that the data transmission/reception module 2 can transmit it via wired transmission and/or The wireless transmission method can transmit the first information 51 and/or the fourth information 54 to the electronic device 9 used by the item delivery personnel 7 who are full-time delivery personnel and/or third parties and/or part-time personnel, for example, Android mobile phones, iPhones , laptops, iPods, tablets, handheld devices configured for home delivery needs, mobile data collectors, etc., to carry out delivery operations of more than one item 50.

Database 4, which operates in conjunction with the data transmission/reception module 2 and the processing module 3, and stores the receiving address information, delivery address information, and item delivery information of more than one item 50 (for example, Normal temperature, low temperature, arrival on the same day, etc.), and/or, the first information 51 and/or the fourth information 54.

Here, in the logistics processing system 1 in the embodiment, the data transmission/reception module 2 and/or the processing module 3 and/or the database 4 are at least one of hardware, software, and firmware.

Although in this embodiment, relying on the fixed delivery method/time planned in advance, the number of times for more than one item 50 to be delivered to be delivered from more than one receiving point 5 to more than one appropriate last mile transfer point 6 is obtained. 1. Information 51. Here, when more than one item 50 to be delivered is delivered from more than one collection point 5 to more than one appropriate last-mile transfer point 6, it can be delivered directly, or in different ways. The segmented pick-up and drop-off method for item delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel) will depend on the actual implementation; and, real-time adjustments to the delivery route/time will be made based on the delivery situation. , and obtain the fourth information 54 that one or more items to be delivered are delivered from the last mile transfer point to the delivery address in real time. Here, one or more items to be delivered 50 are delivered from more than one last mile transfer point in real time. When the transfer point 6 is delivered to the delivery address of more than one recipient 8, it can be delivered directly, or by different delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time workers). Personnel) staged pick-up and drop-off method will depend on the actual implementation; however, for real-time adjustments to the delivery route/time according to the delivery situation (for example, assigning full-time delivery personnel and/or third parties and/or part-time personnel) To obtain the second information of instant delivery of one or more items to be delivered from the collection point to the appropriate last-mile transfer point and/or to obtain more than one item to be delivered by relying on a fixed delivery method/time planned in advance The item 50 is delivered from more than one last-mile transfer point 6 to the third information of the delivery address of more than one recipient 8 and/or the fifth information is used to notify more than one recipient 8 that it can be sent to the delivery address. In the case where more than one last-mile transfer point 6 picks up any desired combination of more than one item 50 to be delivered, the principle is the same and similar to that described in this embodiment. Therefore, it is not discussed here. Again.

Here, the processing module 3 will apply a heuristic algorithm, a machine learning algorithm or a deep learning algorithm. The heuristic algorithm can be a genetic algorithm (GA), simulated annealing algorithm (Simulate Anneal Arithmetic). , SAA), Ant Colony Optimization (ACO), Bee Algorithm (BA), Particle Swarm Optimization (PSO), Memetic Algorithm (MA), Cultural Calculus Method (Cultural Algorithms, CA), Differential Evolution Algorithm (Differential Evolution, DE), Bat Algorithm (BA), Artificial Fish-Swarm Algorithm (AFSA), Harmony Search Algorithm , HSA), and at least one of Water Flow-like Algorithm (WFA); the machine learning algorithm can be linear regression (Linear Regression), polynomial regression (Polynomial Regression), or logistic regression (Logistic Regression) , Artificial Neural Network (ANN), K-nearest neighbor classification (KNN), Decision tree (Decision tree), Random Forest (Random Forest), Support vector machine (SVM) , adaptive boosting (Adaptive Boosting, AdaBoost), gradient boosting decision tree (Extreme Gradient Boosting, XGBoost), discrete-time Markov chain (DTMC), and at least the Monte Carlo method (Monte Carlo method) One of them; in addition, the deep learning algorithm can be Deep belief network (DBN), Convolution neural networks (CNN), and Recurrent neural network (RNN) At least one of them, or the deep learning algorithm can be other deep learning algorithms extended based on the underlying architecture of the above three neural networks.

The heuristic algorithm, machine learning algorithm or deep learning algorithm applied by the processing module 3 is for example, and other types of heuristic algorithms, machine learning algorithms or deep learning algorithms can also be used, and The reason is the same and similar to the above.

FIG. 4 is a flow chart illustrating a process step of a logistics processing method using an embodiment of the logistics processing system of the present invention as shown in FIG. 3 . As shown in Figure 4, first, in step 201, a distribution action is performed, and more than one item 50 to be delivered is sent from more than one item through the processing module 3 in a scheduled logistics distribution and/or real-time logistics distribution mode. The pickup point 5 is delivered to one or more appropriate last-mile transfer points 6, and step 202 is entered.

Here, in step 201, the data transmission/reception module 2 will at least receive the receiving address information, delivery address information, and object information of more than one item 50 to be sent from more than one receiving point 5. product delivery information (for example, normal temperature, low temperature, same-day delivery, etc.), and transmits this information to the processing module 3; the processing module 3 receives the one or more items to be delivered from the data transmission/reception module 2 The receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery, etc.) of the item 50 are processed by the processing module 3 to schedule logistics delivery and/or real-time logistics delivery. In this mode, the information of delivering more than one item 50 to be delivered from more than one receiving point 5 to more than one appropriate last-mile transfer point 6 is sent to the data transmission/reception module 2 for data transmission/ The receiving module 2 can transmit the information to the item delivery personnel 7, for example, the item delivery personnel 7 assigned as full-time delivery personnel and/or third parties and/or part-time personnel, so as to transport more than one item 50 to be delivered from one The above collection points 5 are delivered to more than one appropriate last mile transfer point 6; among them, more than one item 50 to be delivered is delivered from more than one collection point 5 to more than one appropriate last mile transfer point. The information of 6 includes first information 51, in which the delivery path/time of one or more items to be delivered 50 from one or more collection points 5 to one or more appropriate last-mile transfer points 6 can be processed. The processing of module 3 relies on the fixed delivery method/time planned in advance to obtain the first information 51 that more than one item 50 to be delivered is delivered from the collection point 5 to the appropriate last-mile transfer point 6; and, processing After obtaining the first information 51, the module 3 sends it to the data transmission/reception module 2, so that the data transmission/reception module 2 can transmit the first information 51 to the regular delivery personnel and/or a third party. and/or part-time item delivery staff 7, to carry out the delivery operation of more than one item.

Here, for example, the first information can be first used by the item delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel) using the electronic devices 9 (for example, Android mobile phones, iPhones, notebooks, etc.) computers, iPods, tablets, handheld devices configured for home delivery needs, mobile data collectors, etc.) and enter the date/time period information that they can work and/or their transportation tools (for example, large trucks, small trucks, electric motorcycles, etc. etc.) information, and uses the electronic device 9 to transmit the date/time period information and/or the transportation vehicle information to the data transmission/reception module 2 of the logistics processing system 1, and the processing module 3 receives the data transmission/reception module 2 from the logistics processing system 1. After receiving the date/time period information and/or the transportation vehicle information from the module 2, the first information is generated through the conditional matching processing of the processing module 3. That is, when the conditional matching processing is performed, the first information is generated. Module 3 considers the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery, etc.) of more than one item and the date/time period information and/or the "Conditional matching" is performed based on the transportation tool information, and the first information is generated.

Step 202, perform the last-mile delivery operation; deliver the one or more items 50 to be delivered from the one or more transfer points 6 through the processing module 3 in a scheduled logistics delivery and/or real-time logistics delivery mode. recipient.

Here, in step 202, when performing the last-mile delivery operation, through the processing of the processing module 3, the one or more items to be waited for are delivered in a scheduled logistics delivery and/or real-time logistics delivery mode according to the delivery route/time. Items 50 are delivered to more than one recipient 8 from the last mile transfer point 6; that is, more than one item 50 to be delivered is delivered to more than one last mile transfer point 6. The delivery route/time of the delivery address can be processed by the processing module 3, and the delivery route/time can be adjusted in real time according to the delivery situation, for example, assigned to full-time delivery personnel and/or third parties and/or part-time personnel. The item delivery personnel 7 obtain the fourth information 54 that one or more items to be delivered 50 are immediately delivered from more than one last-mile transfer point 6 to the delivery address of more than one recipient 8; processing After obtaining the first information 51 and/or the fourth information 54, the module 3 sends it to the data transmission/reception module 2, so that the data transmission/reception module 2 can transmit data via wired transmission and/or wireless transmission. Send the first information 51 and/or the fourth information 54 to the electronic device 9 used by the item delivery personnel 7 who are full-time delivery personnel and/or third parties and/or part-time personnel, for example, Android mobile phones, iPhones, laptops , iPods, tablets, handheld devices configured for home delivery needs, mobile data collectors, etc., to carry out delivery operations of more than one item 50%.

Here, for example, the fourth information can be first used by the item delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel) using the electronic devices 9 used (for example, Android mobile phones, iPhones, Laptops, iPods, tablets, handheld devices configured for home delivery needs, mobile data collectors, etc.) and enter the date/time information that they can work and/or their transportation tools (for example, large trucks, small trucks, electric motors, etc.) vehicle, etc.) information, and uses the electronic device 9 to transmit the date/time period information and/or the transportation vehicle information to the data transmission/reception module 2 of the logistics processing system 1, and the processing module 3 receives the data from After transmitting/receiving the date/time period information and/or the transportation vehicle information of the module 2, the fourth information is generated through the conditional matching processing of the processing module 3, that is, when the conditional matching processing is performed , the processing module 3 considers the scheduled logistics delivery and/or real-time logistics delivery mode according to the delivery route/time and the date/time period information and/or the transportation tool information to perform "conditional matching", and generates the fourth information .

Figure 5 is a schematic diagram illustrating another embodiment of the logistics processing system of the present invention and its operation. The embodiment in Figure 5 is the delivery path/time of more than one item 50 to be delivered from more than one collection point 5 to the appropriate last-mile transfer point, using the processing of the processing module 3, Ability to make real-time adjustments to delivery routes/times based on delivery conditions, for example, assigning full-time delivery staff and/or third parties and/or part-time staff immediately, resulting in an immediate number of more than 50 items to be delivered from more than one The second information 52 of the collection point 5 is delivered to more than one appropriate last mile transfer point 6, where more than one item 50 to be delivered is delivered from more than one collection point 5 to more than one appropriate one. At the last mile transfer point 6 , direct delivery can be adopted, or different delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel) can be used to pick up and drop off the goods in stages, depending on the actual implementation. It depends on the situation; and, make immediate adjustments to the delivery route/time according to the delivery situation, for example, immediately assign the item delivery personnel 7 as full-time delivery personnel and/or third parties and/or part-time personnel, resulting in an immediate The above items 50 to be delivered are delivered from more than one last-mile transfer point 6 to the fourth information 54 of the delivery address of more than one recipient 8, and/or, more than one is notified with the fifth information 55 of the recipients 8, so that more than one recipient 8 can go to the more than one last-mile transfer point 6 to personally pick up the more than one item 50 to be delivered. Here, one or more of the items 50 can be delivered immediately. When the items 50 to be delivered are delivered from more than one last-mile transfer point 6 to the delivery address of more than one recipient 8, direct delivery may be used, or different item delivery personnel 7 (for example, full-time employees) may be used. Delivery personnel and/or third parties and/or part-time personnel) segmented pick-up and drop-off methods will depend on the actual implementation.

As shown in Figure 5, the logistics processing system 1 includes a data transmission/reception module 2, a processing module 3, and a database 4.

Data transmission/reception module 2. This data transmission/reception module 2 will at least receive the receiving address information, delivery address information, and items of more than one item 50 to be sent at more than one receiving point 5 Delivery information (for example, normal temperature, low temperature, delivery on the same day, etc.), and transmit this information to the processing module 3.

Processing module 3, the processing module 3 receives from the data transmission/reception module 2 the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery, etc.), through the processing of the processing module 3, more than one item 50 to be delivered is delivered from more than one collection point 5 to the appropriate location in the form of scheduled logistics delivery and/or real-time logistics delivery. The information of more than one last mile transfer point 6 is sent to the data transmission/reception module 2 so that the data The transmission/reception module 2 can transmit the information to the item delivery personnel 7, for example, assign full-time delivery personnel and/or third parties and/or part-time personnel to deliver more than one item 50 to be delivered from more than one recipient. Point 5 is delivered to more than one appropriate last-mile transfer point 6; among them, more than one item 50 to be delivered is delivered from more than one collection point 5 to more than one appropriate last-mile transfer point 6. Contains the second information 52, which can make real-time adjustments to the delivery route/time according to the delivery situation, for example, real-time assignment of full-time delivery staff and/or third-party and/or part-time delivery personnel 7 to obtain the real-time More than one item 50 to be delivered is delivered from more than one collection point 5 to the second information 52 of more than one appropriate last mile transfer point 6, where more than one item 50 to be delivered is delivered from more than one When the delivery point 5 is delivered to more than one appropriate last-mile transfer point 6, it can be delivered directly, or by different delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time workers) (personnel) segmented pick-up and drop-off method, depending on the actual implementation; and, when performing the last-mile delivery action, through the processing of the processing module 3, according to the delivery route/time, the scheduled logistics delivery and/or real-time Logistics delivery mode, and the more than one item 50 to be delivered is delivered to more than one recipient 8 from the more than one last mile transfer point 6, and/or to more than one recipient 8. You can go to the more than one last mile transfer point 6 to pick up the more than one item to be delivered; that is, more than one item to be delivered 50 is delivered to the delivery address from more than one last mile transfer point 6 The delivery route/time can be processed by the processing module 3, and the delivery route/time can be adjusted in real time according to the delivery situation, for example, items that are immediately assigned to full-time delivery personnel and/or third parties and/or part-time personnel The delivery personnel 7 obtain the fourth information 54 of the delivery addresses of more than one item 50 to be delivered from more than one last-mile transfer point 6 to more than one recipient 8 in real time, and/or , using the fifth information 55 to notify more than one recipient 8 that they can go to the more than one last-mile transfer point 6 to pick up the more than one item 50 to be delivered, where the more than one item 50 is to be sent immediately. When the delivered items 50 are delivered from more than one last-mile transfer point 6 to the delivery address of more than one recipient 8, direct delivery may be adopted, or different item delivery personnel 7 (for example, a full-time delivery person) may be used. personnel and/or third parties and/or part-time personnel) will be subject to actual implementation.

Here, for example, the second information 52 can be first used by the item delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel) using the electronic devices 9 (for example, Android mobile phones, iPhones, notebooks, etc.) computers, iPods, tablets, handheld devices configured for home delivery needs, mobile data collectors, etc.) and input the date/time information on which they can work and/or their transportation means (for example, large trucks, small trucks, electric motorcycles, etc.) etc.) information, and use the electronic device 9 to combine the date/time period information and/ Or the transportation tool information is sent to the data transmission/reception module 2 of the logistics processing system 1, and after receiving the date/time period information and/or the transportation tool information from the data transmission/reception module 2, the processing module 3 The second information 52 is generated through the conditional matching processing of the processing module 3. That is, when performing the conditional matching processing, the processing module 3 considers the delivery address information of the one or more items, The delivery address information and item delivery information (for example, normal temperature, low temperature, delivery on the same day, etc.) are "conditionally matched" with the date/time period information and/or the transportation vehicle information, and the second information 52 is generated. .

Here, for example, either the fourth information 54 and/or the fifth information 55 can be used by the item delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel). The electronic device 9 (for example, Android mobile phone, iPhone, notebook computer, iPod, tablet computer, handheld device configured for home delivery requirements, mobile data collector, etc.) and input its workable date/time information and/or its delivery Tool (for example, large truck, small truck, electric motorcycle, etc.) information, and use the electronic device 9 to transmit the date/time period information and/or the transportation tool information to the data transmission/reception module of the logistics processing system 1 2. After receiving the date/time period information and/or the transportation vehicle information from the data transmission/reception module 2, the processing module 3 generates the fourth information 54 through conditional matching processing of the processing module 3. And/or the fifth information 55, that is, when performing the condition matching processing, the processing module 3 considers the scheduled logistics delivery and/or real-time logistics delivery type according to the delivery route/time and the date/time period information and /or the transportation vehicle information is "conditionally matched", and the fourth information 54 and/or the fifth information 55 are generated.

After obtaining the second information 52 and/or the fourth information 54 and/or the fifth information 55, the processing module 3 sends them to the data transmission/reception module 2, so that the data transmission/reception module 2 can pass the wired The transmission and/or wireless transmission method can transmit the second information 52 and/or the fourth information 54 and/or the fifth information 55 to the item delivery personnel 7 who are full-time delivery personnel and/or third parties and/or part-time personnel. Electronic devices 9, such as Android phones, iPhones, laptops, iPods, tablets, handheld devices configured for home delivery requirements, mobile data collectors, etc., perform the delivery operation of more than one item 50.

Database 4, which operates in conjunction with the data transmission/reception module 2 and the processing module 3, and stores the receiving address information, delivery address information, and item delivery information of more than one item 50 (for example, normal temperature, low temperature, arrival on the same day, etc.), and/or, the second information 52 and/or the fourth information 54 and/or the fifth information 55.

Here, in the logistics processing system 1 in the embodiment, the data transmission/reception module 2 and/or the processing module 3 and/or the database 4 are at least one of hardware, software, and firmware.

Here, the processing module 3 will apply a heuristic algorithm, a machine learning algorithm or a deep learning algorithm. The heuristic algorithm can be a genetic algorithm (GA), simulated annealing algorithm (Simulate Anneal Arithmetic). , SAA), Ant Colony Optimization (ACO), Bee Algorithm (BA), Particle Swarm Optimization (PSO), Memetic Algorithm (MA), Cultural Calculus Method (Cultural Algorithms, CA), Differential Evolution Algorithm (Differential Evolution, DE), Bat Algorithm (BA), Artificial Fish-Swarm Algorithm (AFSA), Harmony Search Algorithm , HSA), and at least one of Water Flow-like Algorithm (WFA); the machine learning algorithm can be linear regression (Linear Regression), polynomial regression (Polynomial Regression), or logistic regression (Logistic Regression) , Artificial Neural Network (ANN), K-nearest neighbor classification (KNN), Decision tree (Decision tree), Random Forest (Random Forest), Support vector machine (SVM) , adaptive boosting (Adaptive Boosting, AdaBoost), gradient boosting decision tree (Extreme Gradient Boosting, XGBoost), discrete-time Markov chain (DTMC), and at least the Monte Carlo method (Monte Carlo method) One of them; in addition, the deep learning algorithm can be Deep belief network (DBN), Convolution neural networks (CNN), and Recurrent neural network (RNN) At least one of them, or the deep learning algorithm can be other deep learning algorithms extended based on the underlying architecture of the above three neural networks.

The heuristic algorithm, machine learning algorithm or deep learning algorithm applied by the processing module 3 is for example, and other types of heuristic algorithms, machine learning algorithms or deep learning algorithms can also be used, and The reason is the same and similar to the above.

Although in this embodiment, the delivery route/time can be adjusted in real time according to the delivery situation, for example, the item delivery personnel 7 who are full-time delivery personnel and/or third parties and/or part-time personnel can be immediately assigned to obtain real-time One or more items 50 to be delivered are delivered from more than one collection point 5 to the second information 52 of more than one appropriate last-mile transfer point 6. Here, one or more items 50 to be delivered are delivered from one or more last-mile transfer points 6. When the above collection point 5 is delivered to more than one appropriate last mile transfer point 6, direct delivery can be used The pick-up and delivery method, or the pick-up and drop-off method by different delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel), will depend on the actual implementation; and, it will depend on the actual delivery situation. Make real-time adjustments to the delivery route/time to obtain the fourth information 54 that one or more items to be delivered are delivered from the last-mile transfer point 6 to the delivery address of more than one recipient 8 in real time, and /Or, use the fifth information 55 to notify more than one recipient 8 that they can go to the more than one last-mile transfer point 6 to personally pick up the more than one item 50 to be delivered. Here, more than one item 50 is immediately available. When the items 50 to be delivered are delivered from more than one last-mile transfer point 6 to the delivery address of more than one recipient 8, direct delivery may be adopted, or different item delivery personnel 7 (for example, Full-time delivery staff and/or third parties and/or part-time staff) segmented pick-up and drop-off methods will depend on the actual implementation; however, for more than one item to be delivered that relies on a fixed delivery method/time planned in advance50 First information for delivery from more than one pick-up point 5 to more than one appropriate last-mile transfer point 6 and/or for more than one item being delivered immediately and/or relying on pre-planned fixed delivery methods/times In the case where the items 50 to be delivered are delivered from more than one last-mile transfer point 6 to any combination of the third information of the delivery address of more than one recipient 8, the principle is the same and similar to this embodiment. It is mentioned in , so it will not be repeated here.

FIG. 6 is a flow chart illustrating another process step of a logistics processing method using another embodiment of the logistics processing system of the present invention as shown in FIG. 5 . As shown in Figure 6, first, in step 301, a distribution action is performed, and more than one item 50 to be delivered is sent from more than one item through the processing module 3 in a scheduled logistics distribution and/or real-time logistics distribution mode. The pickup point 5 is delivered to one or more appropriate last-mile transfer points 6, and step 302 is entered.

Here, in step 301, the data transmission/reception module 2 will at least receive the receiving address information, delivery address information, and item delivery of more than one item 50 to be sent from more than one receiving point 5 information (for example, normal temperature, low temperature, arrival on the same day, etc.), and transmit the information to the processing module 3; the processing module 3 receives the one or more items to be sent from the data transmission/reception module 2 50's receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery, etc.) are processed by the processing module 3 to predetermine logistics delivery and/or real-time logistics delivery mode. The information of delivering more than one item 50 to be delivered from more than one receiving point 5 to more than one appropriate last-mile transfer point 6 is sent to the data transmitting/receiving module 2 so that the data transmitting/receiving module Group 2 can transmit this information to the item delivery personnel 7, for example, assign full-time delivery personnel and/or third parties and/or part-time personnel to deliver more than one item 50 to be delivered from more than one collection point 5 to one or more appropriate The last mile transfer point 6; wherein, the information that more than one item 50 to be delivered is delivered from more than one collection point 5 to the appropriate more than one last mile transfer point 6 includes second information 52, which can be relied on in real time. Make real-time adjustments to the delivery route/time according to the delivery situation. For example, the item delivery personnel 7 that are immediately assigned as full-time delivery personnel and/or third parties and/or part-time personnel, and it is concluded that there are more than one item to be delivered in real time 50 from Second information 52 for delivery from more than one collection point 5 to more than one appropriate last mile transfer point 6, where more than one item 50 to be delivered is delivered from more than one collection point 5 to the appropriate When there is more than one last-mile transfer point 6 , direct delivery can be adopted, or different delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel) can be used to pick up and drop off the goods in stages, depending on the situation. It depends on the actual implementation; and, after obtaining the second information 52, the processing module 3 sends it to the data transmitting/receiving module 2, so that the data transmitting/receiving module 2 can transmit the second information 52 to The article delivery personnel 7 who are full-time delivery personnel and/or third parties and/or part-time personnel perform delivery operations for more than one item 50 to be delivered.

Here, for example, the second information 52 can be first used by the item delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel) using the electronic devices 9 (for example, Android mobile phones, iPhones, notebooks, etc.) computers, iPods, tablets, handheld devices configured for home delivery needs, mobile data collectors, etc.) and input the date/time information on which they can work and/or their transportation means (for example, large trucks, small trucks, electric motorcycles, etc.) etc.) information, and uses the electronic device 9 to transmit the date/time period information and/or the transportation vehicle information to the data transmission/reception module 2 of the logistics processing system 1, and the processing module 3 receives the data transmission from /After receiving the date/time period information and/or the transportation vehicle information from the module 2, the second information 52 is generated through the conditional matching processing of the processing module 3, that is, when the conditional matching processing is performed , the processing module 3 considers the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery, etc.) of more than one item and the date/time period information and/ or the transportation vehicle information to perform "conditional matching" and generate the second information 52.

Step 302: Carry out the last-mile delivery operation; deliver the one or more items 50 to be delivered from the one or more transfer points 6 through the processing module 3 in a scheduled logistics delivery and/or real-time logistics delivery mode. recipient.

Here, in step 302, when performing the last-mile delivery operation, through the processing of the processing module 3, the one or more items to be waited for are delivered in a scheduled logistics delivery and/or real-time logistics delivery mode according to the delivery route/time. Sending items 50 from the more than one last-mile transfer point 6 to more than one recipient 8, and/or allowing more than one recipient 8 to go to the more than one last-mile transfer point 6 take it personally More than one item 50 to be delivered; that is, the delivery path/time of more than one item 50 to be delivered from more than one last mile transfer point 6 to the delivery address can be processed by the processing module 3 , can make real-time adjustments to the delivery route/time according to the delivery situation. For example, it can immediately assign item delivery personnel 7 as full-time delivery personnel and/or third parties and/or part-time personnel, and obtain more than one item in real time. Deliver the item 50 from more than one last-mile transfer point 6 to the fourth information 54 of the delivery address of more than one recipient 8, and/or notify more than one recipient with the fifth information 55 8. You can go to the one or more last-mile transfer points 6 to pick up the one or more items 50 to be delivered. Here, the one or more items 50 to be sent are immediately transferred from the one or more last-mile transfer points 6 When delivering to the delivery address of more than one recipient 8, direct delivery may be used, or the delivery may be divided by different delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel) The transfer method depends on the actual implementation; and, after obtaining the second information 52 and/or the fourth information 54 and/or the fifth information 55, the processing module 3 sends them to the data transmission/reception module 2, so that the data transmission/reception module 2 can transmit the second information 52 and/or the fourth information 54 and/or the fifth information 55 to the full-time delivery personnel and/or the third information through wired transmission and/or wireless transmission. Electronic devices 9 used by third-party and/or part-time delivery personnel 7, such as Android phones, iPhones, laptops, iPods, tablets, handheld devices configured for home delivery requirements, mobile data collectors, etc., are used for Delivery operations for more than 50 items.

Here, for example, either the fourth information 54 and/or the fifth information 55 can be used by the item delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel). The electronic device 9 (for example, Android mobile phone, iPhone, notebook computer, iPod, tablet computer, handheld device configured for home delivery requirements, mobile data collector, etc.) and input its workable date/time information and/or its delivery Tool (for example, large truck, small truck, electric motorcycle, etc.) information, and use the electronic device 9 to transmit the date/time period information and/or the transportation tool information to the data transmission/reception module of the logistics processing system 1 2. After receiving the date/time period information and/or the transportation vehicle information from the data transmission/reception module 2, the processing module 3 processes the fourth information 54 and/or the fourth information 54. The fifth information 55, that is, when processing the condition matching, the processing module 3 considers the scheduled logistics delivery and/or real-time logistics delivery mode according to the delivery route/time and the date/time period information and/or the delivery The tool information is used to perform "conditional matching" and generate the fourth information 54 and/or the fifth information 55.

Figure 7 is a schematic diagram used to illustrate another embodiment of the logistics processing system of the present invention and its operation. As shown in Figure 7, the logistics processing system 1 includes a data transmission/reception module 2, a processing module 3, and a database 4.

Data transmission/reception module 2. This data transmission/reception module 2 will receive at least the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same day) of three items 500, 501, and 502. to the house, etc.), and transmit the information to the processing module 3. Processing module 3, which receives the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature) of the three items 500, 501, and 502 from the data transmission/reception module 2 , same-day delivery, etc.), through the processing of processing module 3, three items to be delivered are delivered from the collection point 5 to the appropriate last-mile transfer point 6 in the form of scheduled logistics distribution and/or real-time logistics distribution. Information is sent to the data transmission/reception module 2, so that the data transmission/reception module 2 can transmit the information to the item delivery personnel to deliver the three items 500, 501, and 502 to be delivered from the receiving point 5 to the appropriate The last mile transfer point 6, here, for example, the pickup point 5 is the Xinyi District pickup point of the freight company (for example, Black Cat Delivery, 7-11 Logistics, FamilyMart Logistics, etc.), and the last mile transfer point 6 is the freight company and/or its cooperating Yonghe transfer point; among them, the information that the first 500 and the second 501 items to be delivered are delivered from the collection point 5 to the appropriate last-mile transfer point 6 includes the first Information 511, 512, and the information that the third item 502 to be delivered is delivered from the collection point 5 to the appropriate last mile transfer point 6 includes the second information 521, in which the three items 500, 501, and 502 are delivered from The delivery path/time from the pick-up point 5 to the appropriate last-mile transfer point 6 can be processed by the processing module 3 and the first item 500 and the second item can be obtained respectively by relying on the fixed delivery method/time planned in advance. 501 The first information 511, 512 of the items to be delivered from the receiving point 5 to the appropriate last mile transfer point 6, and/or can adjust the delivery path/time according to the delivery situation in real time, for example, assign it to the item The full-time delivery personnel and/or third parties and/or part-time personnel of the delivery personnel 7 obtain the instant second information 521 that the third item 502 to be delivered is delivered from the collection point 5 to the appropriate last-mile transfer point 6 , here, for example, either the first information 511, 512 and/or the second information 521 can be used by the item delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel). electronic device 9 (for example, Android mobile phone, iPhone, notebook computer, iPod, tablet computer, handheld device configured for home delivery requirements, mobile data collector, etc.) and input the date/time period information that it can work and/or other Transport vehicle (for example, large trucks, small trucks, electric motorcycles, etc.) information, and use the electronic device 9 to transmit the date/time period information and/or the transport vehicle information to the data transmission/reception module of the logistics processing system 1 Group 2, while processing module 3 After receiving the date/time period information and/or the transportation vehicle information from the data transmission/reception module 2, the first information 511, 512 and/or the first information 511, 512 and/or the third information are generated through the conditional matching processing of the processing module 3. The second information 521, that is, when processing the condition matching, the processing module 3 considers the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same day) of the three items. to the house, etc.) with the date/time information and/or the transportation means information, and generate the first information 511, 512 and/or the second information 521; and, wherein, in During the last mile delivery operation, through the processing of the processing module 3, the first to-be-delivered items are shipped from the last mile transfer point 6 in a scheduled logistics delivery and/or real-time logistics delivery mode according to the delivery route/time. Deliver to the recipients 81, 82, and/or, so that the recipient 83 can go to the last mile transfer point 6 to pick up the one or more items to be delivered; that is, the one or more items to be delivered are collected from the last mile transfer point 6. The delivery path/time from the one-mile transfer point 6 to the delivery address can be processed by the processing module 3 and rely on the fixed delivery method/time planned in advance to obtain the first item to be delivered from the last mile transfer point 6 The third information 531 delivered to the delivery address of the recipient 81, and/or can make real-time adjustments to the delivery route/time according to the delivery situation, for example, assigning full-time delivery personnel and/or third parties and/or part-time personnel The item delivery personnel 7 obtain the fourth information 541 that the second item to be delivered is immediately delivered from the last mile transfer point 6 to the delivery address of the recipient 82, and/or, notifies the recipient with the fifth information 551 The sender 83 allows the recipient 83 to pick up the third to-be-delivered item in person at the last-mile transfer point 6; here, for example, either the third information 531 and/or the fourth information 541 And/or the fifth information 551 can be first used by the item delivery personnel 7 (for example, full-time delivery personnel and/or third parties and/or part-time personnel) using the electronic devices 9 (for example, Android mobile phones, iPhones, laptops) , iPod, tablet, handheld device configured for home delivery needs, mobile data collector, etc.) and enter the date/time period information that it can work and/or its transportation means (for example, large trucks, small trucks, electric motorcycles, etc. ) information, and uses the electronic device 9 to transmit the date/time period information and/or the transportation vehicle information to the data transmission/reception module 2 of the logistics processing system 1, and the processing module 3 receives the data transmission/reception from After the date/time information and/or the transportation vehicle information of module 2, the third information 531 and/or the fourth information 541 and/or the fifth information are generated through the conditional matching processing of module 3. Information 551, that is, when processing the condition matching, the processing module 3 considers the scheduled logistics delivery and/or real-time logistics delivery mode and the date/time period information and/or the transportation tool information according to the delivery route/time. Then perform "conditional matching" and generate the third information 531 and/or the fourth information 541 and/or the fifth information 551.

After obtaining the first information 511, 512 and/or the second information 521 and/or the third information 531 and/or the fourth information 541 and/or the fifth information 551, the processing module 3 sends it to the data transmission/ The receiving module 2 allows the data transmitting/receiving module 2 to transmit the first information 511, 512 and/or the second information 521 and/or the third information 531 and/or the fourth information through wired transmission and/or wireless transmission. The information 541 is transmitted to the electronic devices 9 used by the full-time delivery personnel and/or third parties and/or part-time personnel who are the item delivery personnel 7, such as Android phones, iPhones, laptops, iPods, tablets, and home delivery requirements. Handheld devices, mobile data collectors, etc., are used to perform the delivery operation of three items, or the data transmission/reception module 2 transmits the fifth information 541 to the recipient through wired transmission and/or wireless transmission. electronic devices, such as Android phones, iPhones, laptops, iPods, and tablets, so that the recipient can pick up one or more items to be delivered in person at the last-mile transfer point.

Database 4, this database 4 cooperates with the data transmission/reception module 2 and the processing module 3, and stores the receiving address information, delivery address information, and item delivery information (for example, normal temperature, low temperature, same-day delivery information) etc.), and/or, the first information 511, 512 and/or the second information 521 and/or the third information 531 and/or the fourth information 541 and/or the fifth information 551.

Here, the processing module 3 will apply a heuristic algorithm, a machine learning algorithm or a deep learning algorithm. The heuristic algorithm can be a genetic algorithm (GA), simulated annealing algorithm (Simulate Anneal Arithmetic). , SAA), Ant Colony Optimization (ACO), Bee Algorithm (BA), Particle Swarm Optimization (PSO), Memetic Algorithm (MA), Cultural Calculus Method (Cultural Algorithms, CA), Differential Evolution Algorithm (Differential Evolution, DE), Bat Algorithm (BA), Artificial Fish-Swarm Algorithm (AFSA), Harmony Search Algorithm , HSA), and at least one of Water Flow-like Algorithm (WFA); the machine learning algorithm can be linear regression (Linear Regression), polynomial regression (Polynomial Regression), or logistic regression (Logistic Regression) , Artificial Neural Network (ANN), K-nearest neighbor classification (KNN), Decision tree (Decision tree), Random Forest (Random Forest), Support vector machine (SVM) , adaptive boosting (Adaptive Boosting, AdaBoost), gradient boosting decision tree (Extreme Gradient Boosting, XGBoost), discrete-time Markov chain (DTMC), and Monte Carlo method (Monte Carlo method); in addition, the deep learning algorithm can be a deep belief network (DBN), a convolutional neural network (CNN), and a recursive neural network (Recurrent neural network). network, RNN), or the deep learning algorithm can be other deep learning algorithms extended based on the underlying architecture of the above three neural networks.

The heuristic algorithm, machine learning algorithm or deep learning algorithm applied by the processing module 3 is for example, and other types of heuristic algorithms, machine learning algorithms or deep learning algorithms can also be used, and The reason is the same and similar to the above.

Based on the above embodiments, we can obtain a logistics processing system and method of the present invention, which are applied in the transportation and processing environment of the last mile of logistics. The logistics processing system of the present invention is used for logistics processing. The method is to first perform a distribution operation to deliver one or more items to be delivered from the collection point to an appropriate last-mile transfer point in the form of scheduled logistics distribution and/or real-time logistics distribution; and then, perform the last-mile transfer. The delivery action is to deliver the one or more items to be delivered to the recipient from the transfer point of the one or more items to be delivered through scheduled logistics delivery and/or real-time logistics delivery, and/or to allow the recipient to People can go to the last-mile transit point to pick up one or more items to be delivered in person. Utilizing the logistics processing system and method of the present invention, more than one item to be delivered can be transported to the last mile transfer point in a more time-saving and/or route-saving manner through scheduled logistics distribution and/or real-time logistics distribution. , making it easier for the recipient to pick up more than one item to be delivered.

The above descriptions are only preferred embodiments of the present invention and are not intended to limit the scope of the present invention; all other equivalent changes or modifications made without departing from the spirit of the present invention shall be included in the following patents. within the range.

101, 102: Steps

Claims (10)

A logistics processing method that is applied in a transportation processing environment that handles the last mile of logistics, including the following procedures: performing a distribution action, using a processing module to predetermine logistics distribution and/or a real-time logistics The delivery mode is to deliver more than one item to be delivered from more than one collection point to more than one appropriate last-mile transfer point; and perform the last-mile delivery action; and use the processing module to predetermine another Logistics delivery and/or another real-time logistics delivery mode, and the more than one item to be delivered is delivered to more than one recipient from the more than one last mile transfer point, and/or, the one The above recipients can go to one or more last-mile transfer points to pick up the one or more items to be delivered in person. The logistics processing method as described in claim 1, wherein the delivery path/time of the one or more items to be delivered from the one or more collection points to the appropriate one or more last-mile transfer points is determined by using After processing, the processing module relies on the pre-planned fixed delivery method/time to obtain the number of times when one or more items to be delivered are delivered from the one or more receiving points to the appropriate one or more last-mile transfer points. One information. The logistics processing method as described in claim 1, wherein the delivery path/time of the one or more items to be delivered from the one or more collection points to the appropriate one or more last-mile transfer points is determined by using After processing, the processing module immediately adjusts the delivery route/time according to the delivery situation, and immediately assigns full-time delivery personnel and/or third parties and/or part-time personnel to obtain the immediate number of items to be delivered. Second information for delivery from the one or more pickup points to the appropriate one or more last-mile transfer points. The logistics processing method as described in claim 2 or claim 3, wherein when performing the last-mile delivery operation, the predetermined other logistics delivery and/or the other real-time logistics delivery mode is used through the processing module , relying on the pre-planned fixed delivery method/time to obtain the third information that the one or more items to be delivered are delivered from the one or more last-mile transfer points to the delivery addresses of the one or more recipients. . The logistics processing method as described in claim 2 or claim 3, wherein when performing the last-mile delivery operation, the predetermined other logistics delivery and/or the other real-time logistics delivery mode is used through the processing module , make real-time adjustments to the delivery route/time according to the delivery situation, and immediately assign item delivery personnel as full-time delivery personnel and/or third parties and/or part-time personnel to obtain the immediate starting point for one or more items to be delivered. The fourth information of the delivery address of the more than one last mile transfer point for delivery to the more than one recipient, and/or the fifth information is used to notify the more than one recipient of delivery to the more than one last mile transfer point. Pick up more than one item to be delivered at the One Mile Transfer Point. The logistics processing method described in claim 4, wherein the processing module transmits the third information, the first information or the second information to the full-time delivery personnel and/or via wired transmission and/or wireless transmission. or electronic devices used by third parties and/or part-time delivery personnel. The logistics processing method described in claim 5, wherein the processing module transmits the fourth information and/or the fifth information, and the first information or the second information through wired transmission and/or wireless transmission. Electronic devices used by delivery personnel who are full-time delivery personnel and/or third parties and/or part-time personnel. A logistics processing system is used in a transportation processing environment that handles the last mile of logistics, including: a data transmission/reception module; a processing module; and a database; wherein, the data transmission/reception module Will receive the receiving address information, delivery address information, and item delivery information of more than one item to be sent, and transmit this information to the processing module; the processing module receives the information and processes it The processing of the module is to deliver more than one item to be delivered from more than one collection point to more than one appropriate last-mile transfer point in a predetermined logistics distribution and/or a real-time logistics distribution mode. Information is sent to the data transmitting/receiving module, so that the data transmitting/receiving module can transmit the information to the electronic device used by the item delivery personnel, so as to transmit the one or more items to be delivered from the one or more items. delivery to the appropriate one or more last-mile transfer points; and, through the processing module, use another scheduled logistics delivery and/or another real-time logistics A delivery mode that delivers more than one item to be delivered from more than one transshipment point to more than one recipient, and/or allows more than one recipient to go to the last-mile transshipment Click here to pick up one or more of the items to be delivered. The logistics processing system as described in request item 8, wherein the information includes first information and/or second information; using the processing of the processing module, the one or more items are obtained by relying on the fixed delivery method/time planned in advance. The first information that the items to be delivered are delivered from the one or more collection points to the appropriate one or more last-mile transfer points; or, real-time adjustments to the delivery route/time are made based on the delivery situation, Immediately assign the item delivery personnel as full-time delivery personnel and/or third parties and/or part-time personnel, resulting in the immediate delivery of one or more items to be delivered from the one or more collection points to the appropriate one or more The second information of the last mile transfer point. The logistics processing system as described in claim 9, wherein the processing of the processing module is used to rely on the fixed delivery method/time planned in advance to obtain the order of the one or more items to be delivered from the last one of the more than one item. The third information of delivery address of mile transfer point to more than one recipient; or, real-time adjustment of delivery route/time according to the delivery situation, immediate assignment of full-time delivery personnel and/or third parties and /or the part-time delivery staff of the item obtains the fourth information of the immediate delivery of one or more items to be delivered from the one or more last-mile transfer points to the delivery address of the one or more recipients , and/or, use the fifth information to notify the one or more recipients that they can go to the one or more last-mile transfer points to pick up the one or more items to be delivered in person.

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