CN113673233A - Method and device for determining establishment of warehouse address - Google Patents

Method and device for determining establishment of warehouse address Download PDF

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CN113673233A
CN113673233A CN202010403262.8A CN202010403262A CN113673233A CN 113673233 A CN113673233 A CN 113673233A CN 202010403262 A CN202010403262 A CN 202010403262A CN 113673233 A CN113673233 A CN 113673233A
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address
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CN113673233B (en
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周立
赵迎光
胡文博
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Beijing Jingdong Zhenshi Information Technology Co Ltd
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Abstract

The invention discloses a method and a device for determining and establishing a warehouse address, and relates to the technical field of logistics transportation. One embodiment of the method comprises: determining routing data aiming at one address in a preset address set; according to the routing data, counting order data corresponding to each wave frequency; calculating an assistant decision value corresponding to the address by using the order data; and determining the address for establishing the warehouse according to the assistant decision value corresponding to each address in the preset address set. This embodiment has solved the warehouse address that prior art exists and has unmatched with the actual operation, leads to the technical defect that transportation difficulty degree, cost of transportation are high, and then reaches comprehensive multiple mode of transportation and makes the address of confirming to establish the warehouse more laminate the actual operation condition, reduces the actual cost of freight for the address of confirming to establish the warehouse possesses the beneficial effect of falling to the ground nature.

Description

Method and device for determining establishment of warehouse address
Technical Field
The invention relates to the technical field of logistics transportation, in particular to a method and a device for determining and establishing a warehouse address.
Background
When a warehouse address is established by Chinese selection, the Chinese address needs to be segmented by a method based on rules or based on traditional machine learning, and then the address is positioned by utilizing keyword information in the segmentation.
In the process of implementing the invention, the inventor finds that at least the following problems exist in the prior art:
1. the method has the advantages that a large amount of manual maintenance requirements are needed when the machine learning is used for segmenting the Chinese addresses, and the method is poor in stability and incompleteness.
2. The difference between the warehouse address establishment and the actual operation is determined to be large, so that the transportation difficulty degree and the transportation cost are increased.
Disclosure of Invention
In view of this, embodiments of the present invention provide a method and an apparatus for determining and establishing a warehouse address, so that multiple transportation modes can be integrated, the address determined and established for the warehouse is more suitable for actual operation conditions, the actual cost of cargo transportation is reduced, and the address determined and established for the warehouse has a landing property.
To achieve the above object, according to an aspect of an embodiment of the present invention, there is provided a method for determining an established repository address, including:
determining routing data aiming at one address in a preset address set; wherein the routing data comprises: start point, end point, mode of transportation and wave number information;
according to the routing data, counting order data corresponding to each wave frequency;
calculating an assistant decision value corresponding to the address by using the order data;
and determining the address for establishing the warehouse according to the assistant decision value corresponding to each address in the preset address set.
Optionally, the starting point is an address in the preset address set;
the wave time information comprises: sub-aging, time to enter port, residence time, time to exit port;
the transport mode includes: land transportation automobile, land transportation railway, sea transportation and air transportation.
Optionally, according to the routing data, statistics of order data corresponding to each frequency includes:
according to the routing data, counting order data corresponding to each wave number, including:
according to the routing data, time order data and cost order data corresponding to the line formed by the starting point and the end point of each wave number are counted;
wherein, the time order data of the line corresponding to one wave number comprises: the starting point, the terminal point, the transportation mode, the wave number, the departure time, the order quantity and the proportion of the order quantity of the wave number to the total order quantity corresponding to the line;
the cost order data for the line includes: starting point, terminal point, transportation mode, charging ladder, charging mode, cost unit price and order quantity.
Optionally, calculating an assistant decision value corresponding to the address by using the order data includes:
determining first data according to the time order data corresponding to each wave number in the line;
determining second data according to the cost order data corresponding to the line;
and calculating an assistant decision value corresponding to the address according to the first data and the aging weight corresponding to the first data and the cost weight corresponding to the second data and the second data.
Optionally, determining first data according to the aging order data corresponding to the line at each frequency includes:
determining the product of the port departure time and the ratio of the orders of the times to the total orders corresponding to the lines as first intermediate data under each time of the lines;
and carrying out data standardization processing and normalization processing on the first intermediate data to determine first data.
Optionally, determining second data according to the cost order data corresponding to the line includes:
under the line, determining the maximum value of the cost unit price corresponding to the cost order data as second intermediate data;
and carrying out data standardization processing and normalization processing on the second intermediate data to determine second data.
Optionally, determining an address for establishing the warehouse according to the assistant decision value corresponding to each address includes:
determining an assistant decision value corresponding to each address;
and determining the address with the minimum assistant decision value as a coarse grain address for establishing the warehouse.
Optionally, an address in the preset address set is a coarse address;
the selection mode of the coarse grain address comprises one of the following modes: cities of non-direct prefecture cities, regions of direct prefecture cities, provincial meeting cities.
Optionally, after determining the address with the smallest auxiliary decision value as the coarse address for establishing the warehouse, the method includes:
and determining the fine grain address for building the warehouse by utilizing a gravity center method and the fence constraint of the urban geographic information system within the coverage range of the coarse grain address for building the warehouse.
According to still another aspect of the embodiments of the present invention, there is provided an apparatus for determining to establish a warehouse address, including:
the routing data determining module is used for determining routing data aiming at one address in a preset address set; wherein the routing data comprises: start point, end point, mode of transportation and wave number information;
the order data statistics module is used for counting order data corresponding to each wave according to the routing data;
a decision value determining module, configured to calculate, by using the order data, an auxiliary decision value corresponding to the address;
and the address determining module is used for determining the address for establishing the warehouse according to the assistant decision value corresponding to each address in the preset address set.
According to another aspect of the embodiments of the present invention, there is provided an electronic device for determining to establish a warehouse address, including:
one or more processors;
a storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement the method for determining an established repository address provided by the present invention.
According to a further aspect of the embodiments of the present invention, there is provided a computer readable medium, on which a computer program is stored, which when executed by a processor implements the method for determining an established warehouse address provided by the present invention.
One embodiment of the above invention has the following advantages or benefits:
in the optional embodiment of the application, the technical means of calculating the assistant decision value to assist in determining the address for establishing the warehouse solves the technical defects of poor stability and incompleteness in the prior art, and further enables the determined address for establishing the warehouse to be more scientific and have theoretical basis compared with the prior art.
In the optional embodiment of the application, the technical means of determining the address of establishing the warehouse in an auxiliary manner by determining the routing data solves the technical defects that the difference between the address of the warehouse and the actual operation is large, so that the transportation difficulty degree and the transportation cost are increased in the prior art, and further, the aim of integrating various transportation modes to ensure that the address of establishing the warehouse is more suitable for the actual operation condition is achieved, the actual cost of goods transportation is reduced, and the beneficial effect that the address of establishing the warehouse is determined to have the landing property is achieved.
Further effects of the above-mentioned non-conventional alternatives will be described below in connection with the embodiments.
Drawings
The drawings are included to provide a better understanding of the invention and are not to be construed as unduly limiting the invention. Wherein:
fig. 1 is a schematic diagram of a main flow of a method of determining an address of a repository according to an embodiment of the present invention;
FIG. 2 is a flow diagram illustrating an exemplary embodiment of a method for determining a repository address according to an embodiment of the present invention;
FIG. 3 is a schematic diagram of the major modules of an apparatus for determining an address for establishing a repository, according to an embodiment of the present invention;
FIG. 4 is an exemplary system architecture diagram in which embodiments of the present invention may be employed;
fig. 5 is a schematic block diagram of a computer system suitable for use in implementing a terminal device or server of an embodiment of the invention.
Detailed Description
Exemplary embodiments of the present invention are described below with reference to the accompanying drawings, in which various details of embodiments of the invention are included to assist understanding, and which are to be considered as merely exemplary. Accordingly, those of ordinary skill in the art will recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the invention. Also, descriptions of well-known functions and constructions are omitted in the following description for clarity and conciseness.
Fig. 1 is a schematic diagram of a main flow of a method for determining an address of a repository according to an embodiment of the present invention, as shown in fig. 1, including:
step S101, determining routing data aiming at one address in a preset address set;
step S102, according to the routing data, counting order data corresponding to each wave number;
step S103, calculating an auxiliary decision value corresponding to the address by using the order data;
and step S104, determining the address for building the warehouse according to the assistant decision value corresponding to each address in the preset address set.
The routing data comprises the following three parts:
1. OD: a starting point (origin, usually indicated by "O") and an end point (destination, usually indicated by "D"); in the present application, the starting point is an address in the preset address set, and the present application may be understood as selecting an address for establishing a warehouse from addresses in the preset address set;
2. modes of transport include, but are not limited to: land transportation automobile, land transportation railway, sea transportation, air transportation, part load and whole automobile
3. The wave times information includes but is not limited to: sub-aging, time to enter port, residence time, time to exit port; in logistics, the nodes of the in-and-out transportation hub, called port in and out for short, are warehouse in and out in the application.
Optionally, an address in the preset address set is a coarse address. The selected preset address set can be determined according to domestic industry quotation rules and in combination with the administrative region with the largest historical order quantity.
The selection mode of the coarse grain address comprises one of the following modes: cities of non-direct prefecture cities, regions of direct prefecture cities, provincial meeting cities.
Due to the fact that the order quantity of each wave is large, a technical means of analyzing order data corresponding to each wave can be adopted, and the technical effect that the obtained assistant decision value is more accurate is achieved.
The aid decision value is used for reflecting the rationality of establishing the address of the warehouse, and specifically, the smaller the value of the aid decision value is, the more reasonably the aid decision value reflects the establishment of the warehouse at the corresponding address.
In the optional embodiment of the application, by adopting a technical means of calculating an assistant decision value to assist in determining the address for establishing the warehouse, the technical defects that the address determined in the prior art is poor in stability and not considered comprehensively are overcome, and the determined address for establishing the warehouse is more scientific and has a theoretical basis compared with the prior art.
In the optional embodiment of the application, the technical means of determining the address of establishing the warehouse in an auxiliary manner by determining the routing data solves the technical defects that the difference between the address of the warehouse and the actual operation is large, so that the transportation difficulty degree and the transportation cost are increased in the prior art, and further, the aim of integrating various transportation modes to ensure that the address of establishing the warehouse is more suitable for the actual operation condition is achieved, the actual cost of goods transportation is reduced, and the beneficial effect that the address of establishing the warehouse is determined to have the landing property is achieved.
Optionally, according to the routing data, statistics of order data corresponding to each frequency includes:
according to the routing data, time order data and cost order data corresponding to the line formed by the starting point and the end point of each wave number are counted;
wherein, the time order data of the line corresponding to one wave number comprises: the starting point, the terminal point, the transportation mode, the times of arrival, the departure time, the order quantity and the proportion of the order quantity of the times of arrival to the total order quantity corresponding to the line.
In a specific embodiment, the time order data corresponding to the route formed by one wave at the starting point and the ending point is shown in table 1 below.
TABLE 1 timeliness order data
Figure BDA0002490300650000071
The following constraints can be set for the above-mentioned aging order data:
order placing time plus warehouse processing time is less than or equal to departure time
According to the transportation cost and the routing data, the cost order data corresponding to the line are counted;
wherein the cost order data for the line comprises: starting point, terminal point, transportation mode, charging ladder, charging mode, cost unit price and order quantity.
In an exemplary embodiment, cost order data for a line is shown in Table 2 below.
TABLE 2 cost order data
Figure BDA0002490300650000072
Optionally, calculating an assistant decision value corresponding to the address by using the order data includes:
determining first data (value) according to the time order data corresponding to each wave number in the linee1);
Determining second data (Value) according to the cost order data corresponding to the line2);
And calculating an assistant decision value corresponding to the address according to the first data and the aging weight corresponding to the first data and the cost weight corresponding to the second data and the second data. The cost weight and the aging weight can be preset according to actual conditions.
Wherein the assistant decision value is expressed as:
auxiliary decision Value is time efficiency weight multiplied by Value1+ cost weight × Value2
Optionally, determining first data according to the aging order data corresponding to the line at each frequency includes:
determining the product of the port departure time and the ratio of the orders of the times to the total orders corresponding to the lines as first intermediate data under each time of the lines;
and carrying out data standardization processing and normalization processing on the first intermediate data to determine first data.
Specifically, the first intermediate data (using OD) calculated based on the above Table 1*Age expression) is:
OD*time efficiency ═ sigma Ti×Pi
Wherein T in the above expressioniRepresents the departure time at each wave of the line; in the above expression, PiRepresents the ratio of the order quantity of each wave to the total order quantity corresponding to the line.
Optionally, determining second data according to the cost order data corresponding to the line includes:
under the line, determining the maximum value of the cost unit price corresponding to the cost order data as second intermediate data;
and carrying out data standardization processing and normalization processing on the second intermediate data to determine second data.
Specifically, based on the above table 2, the second intermediate data (using OD) may be*Cost representation) is:
OD*cost Micost=max{C1i,C2i,C3i,C4i,C5i,C6i}
C above1i,C2i,C3i,C4i,C5i,C6iA list of charging types for the ith line is shown, see table 3 below.
TABLE 3 charging type List
Figure BDA0002490300650000091
In the optional embodiment of the application, the time requirement and the cost control requirement of the order can be met by applying the actual order quantity and the transportation charging quotation to the technical means of determining the address for establishing the warehouse, so that the more reasonable address for establishing the warehouse can be obtained.
The steps of normalizing and normalizing the first data and the second data are substantially the same. By normalization, the first data or the second data falls into a small specific interval; the first data or the second data are converted into decimal between (0, 1) through normalization, and the auxiliary decision value generated subsequently is convenient, quick and quick.
Specifically, the expression of the Min-max normalization process (Min-max normalization) performed on the first data or the second data is as follows:
Figure BDA0002490300650000092
wherein x is the first data or the second data, and x' is the result of normalizing x.
Optionally, determining an address for establishing the warehouse according to the assistant decision value corresponding to each address includes:
determining an assistant decision value corresponding to each address;
and determining the address with the minimum assistant decision value as a coarse grain address for establishing the warehouse.
Optionally, after determining the address with the smallest auxiliary decision value as the coarse address for establishing the warehouse, the method includes:
and determining the fine grain address for building the warehouse according to the address closest to the center of gravity by utilizing a gravity center method and urban Geographic Information System (GIS) fence constraint in the coverage range of the coarse grain address for building the warehouse.
Fig. 2 is a schematic diagram illustrating a flow of an embodiment of a method for determining an established warehouse address according to an embodiment of the present invention, as shown in fig. 2, including:
step S201, overwriting routing data by using data uploaded by a user;
step S202, determining warehouse combination constraint conditions meeting the minimum service timeliness requirement,
wherein the constraint condition may be:
Figure BDA0002490300650000101
optionally, the value of minpercent is set as: the daily rate is more than or equal to 98 percent;
step S203, presetting first data and second data corresponding to a starting point and an end point according to the routing data and the constraint conditions;
step S204, determining an auxiliary decision value according to the first data and the second data;
and S205, determining an address for establishing the warehouse by using the aid decision value.
Fig. 3 is a schematic diagram of main modules of an apparatus for determining an established warehouse address according to an embodiment of the present invention, and as shown in fig. 3, there is provided an apparatus 300 for determining an established warehouse address, including:
a routing data determining module 301, configured to determine routing data for an address in a preset address set; wherein the routing data comprises: start point, end point, mode of transportation and wave number information;
an order data statistics module 302, configured to count order data corresponding to each wave according to the routing data;
a decision value determining module 303, configured to calculate, by using the order data, an auxiliary decision value corresponding to the address;
an address determining module 304, configured to determine, according to the assistant decision value corresponding to each address in the preset address set, an address for establishing a warehouse.
Fig. 4 illustrates an exemplary system architecture 400 for a method of determining a set-up repository address or a means for determining a set-up repository address to which embodiments of the present invention may be applied.
As shown in fig. 4, the system architecture 400 may include terminal devices 401, 402, 403, a network 404, and a server 405. The network 404 serves as a medium for providing communication links between the terminal devices 401, 402, 403 and the server 405. Network 404 may include various types of connections, such as wire, wireless communication links, or fiber optic cables, to name a few.
A user may use terminal devices 401, 402, 403 to interact with a server 405 over a network 404 to receive or send messages or the like. The terminal devices 401, 402, 403 may have installed thereon various communication client applications, such as shopping-like applications, web browser applications, search-like applications, instant messaging tools, mailbox clients, social platform software, etc. (by way of example only).
The terminal devices 401, 402, 403 may be various electronic devices having a display screen and supporting web browsing, including but not limited to smart phones, tablet computers, laptop portable computers, desktop computers, and the like.
The server 405 may be a server providing various services, such as a background management server (for example only) providing support for shopping websites browsed by users using the terminal devices 401, 402, 403. The backend management server may analyze and perform other processing on the received data such as the product information query request, and feed back a processing result (for example, target push information, product information — just an example) to the terminal device.
It should be noted that the method for determining the warehouse address according to the embodiment of the present invention is generally performed by the server 405, and accordingly, the means for determining the warehouse address is generally disposed in the server 405.
It should be understood that the number of terminal devices, networks, and servers in fig. 4 is merely illustrative. There may be any number of terminal devices, networks, and servers, as desired for implementation.
Referring now to FIG. 5, shown is a block diagram of a computer system 500 suitable for use with a terminal device implementing an embodiment of the present invention. The terminal device shown in fig. 5 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present invention.
As shown in fig. 5, the computer system 500 includes a Central Processing Unit (CPU)501 that can perform various appropriate actions and processes according to a program stored in a Read Only Memory (ROM)502 or a program loaded from a storage section 508 into a Random Access Memory (RAM) 503. In the RAM 503, various programs and data necessary for the operation of the system 500 are also stored. The CPU 501, ROM 502, and RAM 503 are connected to each other via a bus 504. An input/output (I/O) interface 505 is also connected to bus 504.
The following components are connected to the I/O interface 505: an input portion 506 including a keyboard, a mouse, and the like; an output portion 507 including a display such as a Cathode Ray Tube (CRT), a Liquid Crystal Display (LCD), and the like, and a speaker; a storage portion 508 including a hard disk and the like; and a communication section 509 including a network interface card such as a LAN card, a modem, or the like. The communication section 509 performs communication processing via a network such as the internet. The driver 510 is also connected to the I/O interface 505 as necessary. A removable medium 511 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 510 as necessary, so that a computer program read out therefrom is mounted into the storage section 508 as necessary.
In particular, according to the embodiments of the present disclosure, the processes described above with reference to the flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program embodied on a computer readable medium, the computer program comprising program code for performing the method illustrated in the flow chart. In such an embodiment, the computer program may be downloaded and installed from a network through the communication section 509, and/or installed from the removable medium 511. The computer program performs the above-described functions defined in the system of the present invention when executed by the Central Processing Unit (CPU) 501.
It should be noted that the computer readable medium shown in the present invention can be a computer readable signal medium or a computer readable storage medium or any combination of the two. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples of the computer readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the present invention, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In the present invention, however, a computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: wireless, wire, fiber optic cable, RF, etc., or any suitable combination of the foregoing.
The flowchart and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present invention. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams or flowchart illustration, and combinations of blocks in the block diagrams or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The modules described in the embodiments of the present invention may be implemented by software or hardware. The described modules may also be provided in a processor, which may be described as: a processor includes a sending module, an obtaining module, a determining module, and a first processing module. The names of these modules do not form a limitation on the modules themselves in some cases, and for example, the sending module may also be described as a "module sending a picture acquisition request to a connected server".
As another aspect, the present invention also provides a computer-readable medium that may be contained in the apparatus described in the above embodiments; or may be separate and not incorporated into the device. The computer readable medium carries one or more programs which, when executed by a device, cause the device to comprise:
determining routing data aiming at one address in a preset address set; wherein the routing data comprises: start point, end point, mode of transportation and wave number information;
according to the routing data, counting order data corresponding to each wave frequency;
calculating an assistant decision value corresponding to the address by using the order data;
and determining the address for establishing the warehouse according to the assistant decision value corresponding to each address in the preset address set.
According to the technical scheme of the embodiment of the invention, the following technical effects can be achieved:
in the optional embodiment of the application, the technical means of determining the address of establishing the warehouse in an auxiliary manner by determining the routing data solves the technical defects that the difference between the address of the warehouse and the actual operation is large, so that the transportation difficulty degree and the transportation cost are increased in the prior art, and further, the aim of integrating various transportation modes to ensure that the address of establishing the warehouse is more suitable for the actual operation condition is achieved, the actual cost of goods transportation is reduced, and the beneficial effect that the address of establishing the warehouse is determined to have the landing property is achieved.
The above-described embodiments should not be construed as limiting the scope of the invention. Those skilled in the art will appreciate that various modifications, combinations, sub-combinations, and substitutions can occur, depending on design requirements and other factors. Any modification, equivalent replacement, and improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (12)

1. A method for determining an established repository address, comprising:
determining routing data aiming at one address in a preset address set; wherein the routing data comprises: start point, end point, mode of transportation and wave number information;
according to the routing data, counting order data corresponding to each wave frequency;
calculating an assistant decision value corresponding to the address by using the order data;
and determining the address for establishing the warehouse according to the assistant decision value corresponding to each address in the preset address set.
2. The method of claim 1, wherein the starting point is an address in the preset address set;
the wave time information comprises: sub-aging, time to enter port, residence time, time to exit port;
the transport mode includes: land transportation automobile, land transportation railway, sea transportation and air transportation.
3. The method according to claim 1, wherein the step of counting order data corresponding to each wave number according to the routing data comprises:
according to the routing data, time order data and cost order data corresponding to the line formed by the starting point and the end point of each wave number are counted;
wherein, the time order data of the line corresponding to one wave number comprises: the starting point, the terminal point, the transportation mode, the wave number, the departure time, the order quantity and the proportion of the order quantity of the wave number to the total order quantity corresponding to the line;
the cost order data for the line includes: starting point, terminal point, transportation mode, charging ladder, charging mode, cost unit price and order quantity.
4. The method of claim 3, wherein calculating an aid decision value corresponding to the address using the order data comprises:
determining first data according to the time order data corresponding to each wave number in the line;
determining second data according to the cost order data corresponding to the line;
and calculating an assistant decision value corresponding to the address according to the first data and the aging weight corresponding to the first data and the cost weight corresponding to the second data and the second data.
5. The method of claim 4, wherein determining first data from the time-dependent order data corresponding to the respective wave times on the line comprises:
determining the product of the port departure time and the ratio of the orders of the times to the total orders corresponding to the lines as first intermediate data under each time of the lines;
and carrying out data standardization processing and normalization processing on the first intermediate data to determine first data.
6. The method of claim 4, wherein determining second data from cost order data corresponding to the route comprises:
under the line, determining the maximum value of the cost unit price corresponding to the cost order data as second intermediate data;
and carrying out data standardization processing and normalization processing on the second intermediate data to determine second data.
7. The method of claim 4, wherein determining the address for establishing the repository according to the assistant decision value corresponding to each address comprises:
determining an assistant decision value corresponding to each address;
and determining the address with the minimum assistant decision value as a coarse grain address for establishing the warehouse.
8. The method of claim 7, wherein the addresses in the preset set of addresses are coarse-grained addresses;
the selection mode of the coarse grain address comprises one of the following modes: cities of non-direct prefecture cities, regions of direct prefecture cities, provincial meeting cities.
9. The method of claim 7, wherein determining the address with the smallest auxiliary decision value as the coarse address for establishing the warehouse comprises:
and determining the fine grain address for building the warehouse by utilizing a gravity center method and the fence constraint of the urban geographic information system within the coverage range of the coarse grain address for building the warehouse.
10. An apparatus for determining an address for establishing a repository, comprising:
the routing data determining module is used for determining routing data aiming at one address in a preset address set; wherein the routing data comprises: start point, end point, mode of transportation and wave number information;
the order data statistics module is used for counting order data corresponding to each wave according to the routing data;
a decision value determining module, configured to calculate, by using the order data, an auxiliary decision value corresponding to the address;
and the address determining module is used for determining the address for establishing the warehouse according to the assistant decision value corresponding to each address in the preset address set.
11. An electronic device for determining an established warehouse address, comprising:
one or more processors;
a storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement the method of any one of claims 1-9.
12. A computer-readable medium, on which a computer program is stored, which, when being executed by a processor, carries out the method according to any one of claims 1-9.
CN202010403262.8A 2020-05-13 2020-05-13 Method and device for determining and establishing warehouse address Active CN113673233B (en)

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