CN110222860A - A kind of method and apparatus for the dispatching storehouse list generating order - Google Patents
A kind of method and apparatus for the dispatching storehouse list generating order Download PDFInfo
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- CN110222860A CN110222860A CN201810170824.1A CN201810170824A CN110222860A CN 110222860 A CN110222860 A CN 110222860A CN 201810170824 A CN201810170824 A CN 201810170824A CN 110222860 A CN110222860 A CN 110222860A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
- G06Q10/047—Optimisation of routes or paths, e.g. travelling salesman problem
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/083—Shipping
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/087—Inventory or stock management, e.g. order filling, procurement or balancing against orders
Abstract
The invention discloses a kind of method and apparatus of dispatching storehouse list for generating order, are related to field of computer technology.One specific embodiment of this method includes: the precedence information for obtaining order；Determine that storehouse selects radius according to the precedence information；The dispatching storehouse list of the order is generated according to the article for including in the dispatching address of the order, storehouse selection radius and the order.The embodiment of the present invention according to the precedence information of the order got, can adaptively be dynamically determined out the storehouse selection radius of the order, and the dispatching storehouse list of order is determined according to storehouse selection radius.The availability of part order is improved, order out of stock rate is reduced, the pause order numbers of transfer link are reduced, to increase customer satisfaction degree.
Description
Technical field
The present invention relates to field of computer technology more particularly to a kind of methods and dress of the dispatching storehouse list for generating order
It sets.
Background technique
Currently, with the development of e-commerce, being had become in everybody daily life consumption by internet shopping must can not
Few part.During internet is done shopping, system generates order after user places an order, and according to the dispatching library of the order
Home-delivery center or the dispatching storehouse of the order are determined in room list, and then complete the commodity distribution of the order.Wherein, the order
Dispatching storehouse list in include it is all can for the order carry out commodity distribution storehouses information.In the prior art, in life
During dispatching storehouse list at order, province, city and region belonging to the order is determined according to the dispatching address of the order, and
And further include in the province, city and region according to belonging to all commodity and the order that include in the order all storehouses, determine
It can be out the storehouse that the order is got ready the goods, then the dispatching storehouse list of these storehouses determined composition.
The technology of the dispatching storehouse list of above-mentioned generation order has the following problems in the process of implementation: only passing through order
The storehouse for including in affiliated province, city and region determines the dispatching storehouse list of the order, and the range considered is smaller, within the scope of this
Storehouse may not be able to dispense the part commodity in the order, or list is empty for the dispatching storehouse determined, leads to the order
It is unable to complete dispatching；It, cannot be dynamic according to the priority of order when generating the dispatching storehouse list of order in face of the order of magnanimity
The range that state adjustment dispatching storehouse list is covered, influences user experience.
Summary of the invention
In view of this, the embodiment of the present invention provides a kind of method and apparatus of dispatching storehouse list for generating order, it can
According to the precedence information of the order got, it is adaptively dynamically determined out the storehouse selection radius of the order, and according to this
Storehouse selection radius determines the dispatching storehouse list of order.It is subsequent that article in order is carried out based on dispatching storehouse list again
It is calculated the inventory in storehouse can be dispensed, if showing that expression available in stock can produce in dispatching storehouse list, turns to produce.It mentions
The high availability of part order, reduces order out of stock rate, the pause order numbers of transfer link is reduced, to improve customer satisfaction
Degree.
The method of the dispatching storehouse list of the generation order of the embodiment of the present invention includes: the precedence information for obtaining order；
Determine that storehouse selects radius according to the precedence information；Radius is selected according to the dispatching address of the order, the storehouse
And the article in the order including generates the dispatching storehouse list of the order.
Optionally, the precedence information of the order include order user gradation, user credit, user's history under odd number
According at least one of with order profit.
Optionally, determine that the step of storehouse selects radius includes: according at the first formula according to the precedence information
Manage the precedence information x goti, corresponding to obtain priority data di, i ≡ 1,2 ..., m, m are the precedence information got
Number；Comprehensive priority data d is determined according to the second formula and all priority datas；According to third formula and
The comprehensive priority data d determines that storehouse selects radius R；
Wherein, first formula are as follows:I ≡ 1,2 ..., m, x1For preset constant；
Second formula are as follows:
The third formula are as follows:d1,d2, k is preset constant.
Optionally, according to the object for including in the dispatching address of the order, storehouse selection radius and the order
It includes: to select half according to the dispatching address of the order, the storehouse that product, which generate the step of dispatching storehouse list of the order,
The article for including in diameter and the order generates candidate dispatching storehouse list；For every in the candidate dispatching storehouse list
A storehouse determines that the storehouse reaches the dispatching address according to the dispatching address of the address information of the storehouse and the order
Distribution route；The unit of each storehouse in the candidate dispatching storehouse list is correspondingly determined according to each distribution route
Profit；Based on the candidate dispatching storehouse list, institute is generated according to the unit profit for each storehouse determined and preset threshold
State the dispatching storehouse list of order.
Optionally, each storehouse in the candidate dispatching storehouse list is correspondingly determined according to each distribution route
The step of unit profit includes: the location information that the transit point of the distribution route is obtained for each distribution route；According to described
The location information of approach point determines the warehouse cost, operation cost and transportation cost of the distribution route, by warehouse cost, operation
The unit cost of cost and the summation of transportation cost as the corresponding storehouse of the distribution route；Determine each article in the order
Value data；According to the unit cost of the storehouse and the value data, the storehouse unit profit is determined.
Optionally, it based on the candidate dispatching storehouse list, according to the unit profit for each storehouse determined and presets
It includes: according to the unit profit of each storehouse determined to described that threshold value, which generates the step of dispatching storehouse list of the order,
Candidate's dispatching storehouse list is ranked up；According to the result of the sequence and preset threshold in the candidate dispatching storehouse list
Storehouse carry out Screening Treatment, to obtain the dispatching storehouse list of the order.
To achieve the above object, other side according to an embodiment of the present invention provides a kind of dispatching for generating order
The device of storehouse list.
The device of the dispatching storehouse list of the generation order of the embodiment of the present invention includes: acquisition module, for obtaining order
Precedence information；Determining module, for determining that storehouse selects radius according to the precedence information；Generation module is used for
The order is generated according to the article for including in the dispatching address of the order, storehouse selection radius and the order
Dispense storehouse list.
Optionally, the determining module is also used to, the precedence information x got according to the first formula manipulationi, to deserved
To priority data di, i ≡ 1,2 ..., m, m are the number of the precedence information got；According to the second formula and own
Priority data determine comprehensive priority data d；Outbound is determined according to third formula and the comprehensive priority data d
Room selects radius R；
Wherein, first formula are as follows:I ≡ 1,2 ..., m, x1For preset constant；
Second formula are as follows:
The third formula are as follows:d1,d2, k is preset constant.
Optionally, the generation module is also used to, according to the dispatching address of the order, the storehouse selection radius and
The article for including in the order generates candidate dispatching storehouse list；For each library in the candidate dispatching storehouse list
Determine that the storehouse reaches matching for the dispatching address according to the dispatching address of the address information of the storehouse and the order in room
Send route；The unit benefit of each storehouse in the candidate dispatching storehouse list is correspondingly determined according to each distribution route
Profit；Based on the candidate dispatching storehouse list, according to the unit profit for each storehouse determined and preset threshold generation
The dispatching storehouse list of order.
Optionally, the generation module is also used to, and for each distribution route, obtains the position of the transit point of the distribution route
Confidence breath；The warehouse cost, operation cost and transportation cost of the distribution route are determined according to the location information of the approach point,
Using the summation of warehouse cost, operation cost and transportation cost as the unit cost of the corresponding storehouse of the distribution route；Determine institute
State the value data of each article in order；According to the unit cost of the storehouse and the value data, the library is determined
Room unit profit.
Optionally, the generation module is also used to, and is matched according to the unit profit for each storehouse determined to the candidate
Storehouse list is sent to be ranked up；According to the result of the sequence and preset threshold to the storehouse in the candidate dispatching storehouse list
Screening Treatment is carried out, to obtain the dispatching storehouse list of the order.
To achieve the above object, another aspect according to an embodiment of the present invention provides a kind of dispatching for generating order
The electronic equipment of storehouse list.
The electronic equipment of the dispatching storehouse list of the generation order of the embodiment of the present invention includes: one or more processors；
Storage device, for storing one or more programs, when one or more of programs are held by one or more of processors
Row, so that the method that one or more of processors realize the dispatching storehouse list of the generation order of any of the above-described.
To achieve the above object, another aspect according to an embodiment of the present invention provides a kind of computer-readable medium,
It is stored thereon with computer program, which is characterized in that realize that the generation of any of the above-described is ordered when described program is executed by processor
The method of single dispatching storehouse list.
One embodiment in foregoing invention have the following advantages that or the utility model has the advantages that can according to the precedence information of order,
It adaptively dynamically determines out that storehouse selects radius, and generates the dispatching storehouse list of the order based on the selection radius.Meanwhile
The precedence information is the existing some information (forms data or order profit under user gradation, user's history) of existing system,
There is the implementation convenient for the technical solution.Further, it is possible under the premise of controlling cost, in conjunction with user gradation and the order benefit of order
Profit value isopreference level information, COMPREHENSIVE CALCULATING go out the dispatching storehouse list of order.It is subsequent to be carried out again based on dispatching storehouse list
Article can dispense inventory's calculating in storehouse in order, if showing that expression available in stock can produce in dispatching storehouse list,
Turn to go to produce.The availability of part order (the higher order of priority ratio) is improved, order out of stock rate is reduced, reduces transfer loop
The pause order numbers of section, thus increase customer satisfaction degree, especially high-grade or high consumption user consumption experience.
Further effect possessed by above-mentioned non-usual optional way adds hereinafter in conjunction with specific embodiment
With explanation.
Detailed description of the invention
Attached drawing for a better understanding of the present invention, does not constitute an undue limitation on the present invention.Wherein:
Fig. 1 is the signal of the main flow of the method for the dispatching storehouse list according to an embodiment of the present invention for generating order
Figure；
Fig. 2 is the schematic diagram of the method for the dispatching storehouse list according to an embodiment of the present invention for generating order；
Fig. 3 is the schematic diagram of the main modular of the device of the dispatching storehouse list according to embodiments of the present invention for generating order；
Fig. 4 is that the embodiment of the present invention can be applied to exemplary system architecture figure therein；
Fig. 5 is adapted for the structural representation of the computer system for the terminal device or server of realizing the embodiment of the present invention
Figure.
Specific embodiment
Below in conjunction with attached drawing, an exemplary embodiment of the present invention will be described, including the various of the embodiment of the present invention
Details should think them only exemplary to help understanding.Therefore, those of ordinary skill in the art should recognize
It arrives, it can be with various changes and modifications are made to the embodiments described herein, without departing from scope and spirit of the present invention.Together
Sample, for clarity and conciseness, descriptions of well-known functions and structures are omitted from the following description.
Fig. 1 is the signal of the main flow of the method for the dispatching storehouse list according to an embodiment of the present invention for generating order
Figure, as shown in Figure 1, the method for the dispatching storehouse list of the generation order of the embodiment of the present invention specifically includes that
Step S101: the precedence information of order is obtained.The precedence information of order is for judging the preferential of order processing
The storehouse selection radius of grade, the more high then order of the priority of order is bigger, then the dispatching storehouse column of the order generally generated
The storehouse for including in table is more, so can dispense the commodity for including in the order can possibility it is bigger.Wherein, order
Precedence information include order user gradation, user credit, user's history under at least one of forms data and order profit.
So the difference of the precedence information by order, adaptively can dynamically adjust the storehouse selection radius of the order.Also, it should
Precedence information is existing some information in existing system, there is the implementation convenient for the embodiment of the present invention.
Step S102: determine that storehouse selects radius according to precedence information.Specifically, it is obtained according to the first formula manipulation
The precedence information x arrivedi, corresponding to obtain priority data di, i ≡ 1,2 ..., m, m are a of the precedence information got
Number；Comprehensive priority data d is determined according to the second formula and all priority datas；According to third formula and synthesis
Priority data d determines that storehouse selects radius R.
Wherein, the first formula are as follows:I ≡ 1,2 ..., m, x1For preset constant.Second formula
Are as follows:Third formula are as follows:d1,d2, k is preset constant.In advance
If constant x1And d1, k can be configured based on experience value, or be adjusted according to the demand of user to it.It is ordered for each
It is single, by the above process, the library of the order accurately and adaptively can be dynamically determined according to the precedence information of the order
Room selects radius.
In embodiments of the present invention, first formula, the second formula and third formula can also be become according to actual needs
More, the present invention is not limited to these three formula during determining that storehouse selects radius, can also be automatically determined by other formula
The selection radius out, or the selection radius is determined by manually calculating and inputting calculated result.As long as passing through the preferential of order
Grade information is dynamically determined out the technical characteristic of storehouse selection radius, should be included within the scope of the present invention.
Step S103: order is generated according to the article for including in the dispatching address of order, storehouse selection radius and order
Dispatching storehouse list.
Specifically, candidate is generated according to the article for including in the dispatching address of order, storehouse selection radius and order to match
Send storehouse list；For each storehouse in candidate dispatching storehouse list, according to the dispatching of the address information of the storehouse and order
Address determines that the storehouse reaches the distribution route of dispatching address；Candidate dispatching is correspondingly determined according to each distribution route
The unit profit of each storehouse in storehouse list；Storehouse list is dispensed based on candidate, according to the list for each storehouse determined
Position profit and preset threshold generate the dispatching storehouse list of order.Candidate dispatching library is correspondingly determined according to each distribution route
The step of unit profit of each storehouse in room list include: for each distribution route, obtain the distribution route by way of
The location information of point；According to the location information of approach point determine the warehouse cost, operation cost and transport of the distribution route at
This, using the summation of warehouse cost, operation cost and transportation cost as the unit cost of the corresponding storehouse of the distribution route；It determines
The value data of each article in order；According to the unit cost of storehouse and value data, the storehouse unit profit is determined.
Storehouse list is dispensed based on candidate, the dispatching library of order is generated according to the unit profit for each storehouse determined and preset threshold
The step of room list includes: to be ranked up according to the unit profit for each storehouse determined to candidate's dispatching storehouse list；Root
Screening Treatment is carried out to the storehouse in candidate dispatching storehouse list according to the result and preset threshold of sequence, to obtain the dispatching of order
Storehouse list.During the screening, the relatively high storehouse of unit cost is deleted from candidate's dispatching storehouse list, it may
It will lead to the dispatching that the order can not be completed based on the dispatching storehouse list ultimately produced, still, the list of the generation can be to temporary
Discontinuing list (there are the commodity that one or several cannot be dispensed in the order) has the function of directive property, so that handling some
Order (has been acknowledged that some commodity in the order can dispense, the commodity that determination can not dispense before need to only judging again are existing
Whether the stage can dispense) when, it can filter out that cost is relatively low, the higher storehouse of profit gained dispenses commodity in the order.
In the prior art, the storehouse attribute that all sku under order are obtained from inventory's interface passes through tool known to the storehouse attribute
There are the storehouse of sku stock qualification and the stock position and inventory record data of the storehouse, is not necessarily this in these storehouses
The stock of sku, but there is stock qualification.Then home-delivery center's configuration interface is called to obtain the producible dispatching storehouse column of order
Table obtains the dispatching storehouse list of order according to the third-level address (province, city and region) of the storehouse attribute of acquisition and order.Recycle order
Producible dispatching storehouse list, calculates inventory status of each sku under storehouse, then calculates sku under each home-delivery center
Then inventory status calculates inventory status of the order under each home-delivery center, finally orient the home-delivery center finally dispensed or
Person's storehouse, and obtain order in the home-delivery center finally stopped or the inventory status of storehouse.For example, in the process of positioning storehouse
In, it is calculated according to inventory status of the order in the storehouse under home-delivery center.If order the home-delivery center some
Or be stock in certain storehouses, at way (namely class stock), then it is positioned directly in the home-delivery center, and jump out circulation.
If recycled it is all produce home-delivery center after, under the home-delivery center in the storehouse list of the producible home-delivery center of order
It is not stock and is not class stock, then is located in first home-delivery center for having stock attribute.
In the process of implementation, there are allotments, and center configuration interface to be sent to obtain producible dispatching storehouse for the above-mentioned prior art
The case where list is empty, leads to not production.And then lead to order because out of stock pause at always transfer, it is raw that storehouse can not be passed down
It produces, leads to customer complaint.Above-mentioned dispatching storehouse the reason of list is empty are as follows: because home-delivery center's configuration can be according on line when situation
It changes frequently, when may descend single, there are producible home-delivery center's storehouse lists for the order, but suspend one section in transfer system
Time, home-delivery center's configuration variation, the home-delivery center's storehouse covered therewith be possible to just without；Because of producible dispatching
Center storehouse list be determined according to the storehouse attribute of the commodity sku under the third-level address of order and order, such as it is lower single when
The skuA of order has stock attribute under storehouse 1, and is the class stock on way, to place an order into transfer system.But
When transfer system is suspended, skuA causes skuA under storehouse 1 without stock attribute, so that subsequent transfer processing should in 1 undercarriage of storehouse
Order adjusts interface to obtain less than producible home-delivery center's storehouse list.
Fig. 2 is the schematic diagram of the method for the dispatching storehouse list according to an embodiment of the present invention for generating order, such as Fig. 2 institute
Show, the method for the dispatching storehouse list of the generation order of the embodiment of the present invention includes:
Step S201: ineligible order is rejected.In the dispatching storehouse list generated according to embodiments of the present invention
The dispatching address of storehouse potential range order farther out, and some commodity sku be not suitable for long-distance transport, in embodiments of the present invention,
This be not suitable for long-distance transport commodity become forbids commodity, such as forbid item property include big household electrical appliances, Yan Baoji, contract machine,
Liquid category, frangible class, dangerous material, present etc..If existing in order and forbidding commodity, can return to dispatching storehouse list is
It is empty.So after generating order according to the order placement information of user, according to the item property for the commodity for including in order and in advance
If forbid item property, judge in the order commodity with the presence or absence of forbidding commodity.If the item property of some sku under order
It is to forbid item property, then the order is not involved in subsequent logic, and directly returning to the dispatching storehouse of the order, list is empty.
Step S202: the storehouse selection radius of order is calculated.Accessible order is filtered out by step S202, is then counted
Calculate the storehouse selection radius of each order.After generating order according to the order placement information of user, according to the commodity for including in order
Item property, obtain the precedence information of order, such as forms data under the user gradation of order, user credit, user's history
Or order profit etc..In embodiments of the present invention, for obtaining user gradation and order profit the two precedence informations.
By order user name, external interface (such as interface of user's system) is adjusted to obtain user corresponding to the user name
Grade.In embodiments of the present invention, user gradation 300 is the high ranked user in user's system, high-grade for subsequent calculating
User does not subdivide, and is unified for 300.So in embodiments of the present invention, after getting the user gradation of order, according to
Lower formula judges user gradation x, and the user gradation f (x) of the order is determined as 0 if user gradation x is less than 0,
User gradation x is greater than 300 and the user gradation f (x) of the order is determined as 300, the range of end user grade f (x) be 0 to
300:
It is numbered according to the sku of commodity all under order, external interface is adjusted to obtain the single profit value of each sku, sku's
Single profit value is that actual selling price subtracts storehouse quotation (storehouse quotation refers to purchasing price plus expenses such as storage expenses).According to order
In all commodity single profit value and it is identified below go out the order order profit y:aiFor the quantity of sku,
biFor the single profit value of the sku, n is the quantity for the sku for including in the order.
In embodiments of the present invention, by the integration or machine learning to History Order data, order profit is determined
Order greater than 300 belongs to high profit order, and the order profit that can will be greater than 300 directly takes 300 carry out storehouses selection radius
It calculates.Therefore, after getting the order profit value of order, order profit y is judged according to the following formula, order profit value
The order profit g (y) of the order is determined as 0 in 0 by small y, and order profit value y is greater than 300 order profit g by the order
(y) it is determined as 300, the range of last order profit g (y) is 0 to 300:
It, can be by establishing two-dimensional Cartesian coordinate system after user gradation and the order profit of determining the order, wherein x-axis
User gradation is represented, y-axis represents order profit, then the coordinate of the corresponding coordinate points p of the order is (f (x), g (y)).Also, root
The distance d (comprehensive priority data) of coordinate points p to coordinate origin O is determined according to following formula:
After determining above-mentioned comprehensive priority data d, it can determine that storehouse selects radius R according to the following formula:When d is less than 100, the user gradation value of the order and the integrated value of order profit value are too low,
The condition for calculating the dispatching storehouse list is not met, then the R is determined as 0.If R=0, calculated without subsequent logic,
Directly returning to dispatching storehouse, list is empty；Otherwise, it is calculated into next step.
Step S203: candidate dispatching storehouse list is calculated.In this process, it is with the dispatching address (shipping address) of order
The center of circle selects radius R as radius using storehouse, select including at least a sku in order stock attribute storehouse, i.e., these
Storehouse can get ready the goods to the sku in the order, these storehouses are formed candidate dispatching storehouse list.Detailed process is as follows:
Based on electronic map system, it may be determined that the longitude and latitude for going out order dispatching address is then navigated to according to the longitude and latitude
Some coordinate points on map generate a POI.Wherein, POI (Point of Interest) is " point of interest ", can also be
" Point of Information ", i.e., " information point ".POI generally is indicated with bubble icon on electronic map, as electronically
Sight spot, government organs, company, market, restaurant on figure etc., are all POI.POI is the most crucial data based on location-based service,
It is extensive with scene on electronic map, such as the destination selected before navigation, the restaurant for checking periphery.It is with the POI determined
The center of circle selects radius R as radius using storehouse, irises out a circle, region of the circle in Chinese range is as storehouse selection region.
It is numbered according to the sku for all commodity for including in order, external interface is adjusted to obtain the storehouse attribute of these sku (i.e.
Number in storehouse of stock attribute with the sku).These storehouses number are merged into duplicate removal, obtain order stock attribute
Storehouse list.Such as the storehouse attribute of skuA be [4-2,6-1,5-1,8-0] (4-2 meaning is 4 storehouse number 2 of home-delivery center, under
Together), the storehouse attribute of skuB is [4-13,7-1,6-0,5-1,8-0], after merging duplicate removal, obtains the library of order stock attribute
Room list is [4-2,6-1,5-1,8-0,4-13,7-1,6-0].External interface is called to obtain the storehouse list of order stock attribute
The address information of middle storehouse, and according to the longitude and latitude of storehouse in the storehouse list of order stock attribute, further according to the longitude and latitude
These storehouses are located on map by degree, produce the POI of these storehouses.
After the storehouse list for determining above-mentioned storehouse selection region and order stock attribute, selects and selected in the storehouse
Storehouse POI in region, by the corresponding candidate dispatching storehouse list of storehouse composition of these storehouses POI.If candidate's dispatching storehouse
List is empty, then calculates without subsequent logic, and directly returning to the dispatching storehouse of the order, list is empty.If candidate's dispatching library
Room list is not sky, into execution step S204.
Step S204: the on cost candidate dispatching storehouse list of size rearrangement.The candidate got according to previous step
Storehouse list is dispensed, the list is recycled, calculates each storehouse in the list to the unit cost for dispensing address.
External interface is called to obtain the distribution route that each storehouse in candidate dispatching storehouse list dispenses address to order.
For example, originating storehouse ,-origin distribution center-is originated in RDC sortation hubs-purpose RDC sortation hubs-purpose FDC sorting
The heart-city transit depot-dispatching website.External interface is called to obtain the longitude and latitude of each approach point in distribution route, according to this
Approach point each in distribution route is generated corresponding POI by the longitude and latitude of each approach point on map.Candidate is dispensed into storehouse
Storehouse POI in list is as starting point, and the corresponding dispatching website POI of order is as terminal, other approach points of the distribution route
POI, as the transit point of corresponding sequence, generates map recommendation paths RouteMap according to distribution route sequence.
For each storehouse in candidate dispatching storehouse list, it is calculated by the following formula out the unit cost C of the storehouse:Wherein α is the unit warehouse cost of the storehouse, βkFor each way of the corresponding distribution route of the storehouse
Operation cost through putting, o are the number of the transit point of the corresponding distribution route of the storehouse, and γ is every kilometer of unit cost, L
The path milimeter number determined for the recommendation paths RouteMap according to electronic map.
The candidate dispatching storehouse list determined is recycled, each candidate dispatching storehouse can be calculated and reach order dispatching address
Unit cost, such as { S1:C1,S2:C2,S3:C3},SkFor storehouse, CkFor the unit cost of the storehouse.If storehouse S1,S2,S3
The size cases of unit cost be respectively C1< C3< C2, then candidate is matched according to the unit cost for each storehouse determined
Storehouse list is sent to be ranked up, the result after sequence is { S1,S3,S2}。
Step S205: the excessively high storehouse of cost is rejected, obtains the dispatching storehouse list of order.Unit cost is relatively high
Storehouse is deleted from candidate's dispatching storehouse list, and may result in, which can not complete this based on the dispatching storehouse list ultimately produced, orders
Single dispatching, still, the list of the generation can have the function of guided bone to pause order, so that when handling some orders,
It can filter out that cost is relatively low, the higher storehouse of profit gained dispenses commodity in the order.
It is numbered according to the sku of commodity all under order, external interface is adjusted to obtain the storehouse in candidate dispatching storehouse list
The single profit value δ of the sku of dispatchingi, i=1,2 ..., f, f is that the storehouse in the candidate dispatching storehouse list of the order can match
The quantity of the sku sent.For each storehouse in candidate dispatching storehouse, storehouse net profit P is calculated according to following formulaik:
Pik=δi-Ck, i=1,2 ..., f, k=1,2 ..., u, f be that storehouse in the candidate dispatching storehouse list of the order can dispense
Sku quantity, u is storehouse quantity in candidate dispatching storehouse list.Each of storehouse list storehouse is dispensed for candidate,
If calculating the P of the storehouseikNo more than 0, then the storehouse is deleted from candidate's dispatching storehouse list, to generate the order
Dispense storehouse list.By the process, the excessively high storehouse of cost is deleted, so that the precedence information based on order generates
Dispatching storehouse list in storehouse not only selectable storehouse is more, but also the storehouse cost in list is relatively low.
The embodiment of the present invention can only be applicable according to the precedence information of order and dynamically determine out that storehouse selects radius, and
The dispatching storehouse list of the order is generated based on the selection radius.Meanwhile the precedence information is that existing system is more existing
Information (forms data or order profit under user gradation, user's history), there is the implementation convenient for the technical solution.Further, it is possible to
Under the premise of controlling cost, go out order in conjunction with the user gradation and order profit value isopreference level information, COMPREHENSIVE CALCULATING of order
Dispatching storehouse list.It is subsequent to carry out again article in order by dispatching storehouse list and can dispense based on the inventory in storehouse
It calculates, if showing that expression available in stock can produce in dispatching storehouse list, turns to produce.The availability of order is improved, is reduced
Order out of stock rate, reduces the pause order numbers of transfer link, to increase customer satisfaction degree, especially high-grade or high consumption is used
The consumption experience at family.Solve in the prior art when generating the dispatching list of order, can only according to the dispatching address of order and
Fixed range of choice determines the storehouse that can be dispensed, cannot dynamically according to the different priorities information of different orders correspondingly
The problem of generating dispatching storehouse list.
Fig. 3 is the schematic diagram of the main modular of the device of the dispatching storehouse list according to embodiments of the present invention for generating order,
As shown in figure 3, the device 300 that the embodiment of the present invention generates the dispatching storehouse column of order mainly includes obtaining module 301, determining mould
Block 302 and generation module 303.
It obtains module 301 to be used for, obtains the precedence information of order.The precedence information of order includes the user etc. of order
At least one of forms data and order profit under grade, user credit, user's history.
Determining module 302 is used for, and determines that storehouse selects radius according to precedence information.Determining module 302 is also used to, root
The precedence information x got according to the first formula manipulationi, corresponding to obtain priority data di, i ≡ 1,2 ..., m, m are to get
Precedence information number；Comprehensive priority data d is determined according to the second formula and all priority datas；According to
Third formula and comprehensive priority data d determine that storehouse selects radius R.
Wherein, the first formula are as follows:I ≡ 1,2 ..., m, x1For preset constant；
Second formula are as follows:
Third formula are as follows:d1,d2, k is preset constant.
Generation module 303 is used for, raw according to the article for including in the dispatching address of order, storehouse selection radius and order
At the dispatching storehouse list of order.Generation module 303 is also used to, and according to the dispatching address of order, storehouse selection radius and is ordered
The article for including in list generates candidate dispatching storehouse list；For each storehouse in candidate dispatching storehouse list, according to the library
The address information in room and the dispatching address of order determine that the storehouse reaches the distribution route of dispatching address；According to each dispatching
Route correspondingly determines the unit profit of each storehouse in candidate dispatching storehouse list；Storehouse list is dispensed based on candidate,
The dispatching storehouse list of order is generated according to the unit profit for each storehouse determined and preset threshold.
Generation module is also used to, and for each distribution route, obtains the location information of the transit point of the distribution route；According to
The location information of approach point determines the warehouse cost, operation cost and transportation cost of the distribution route, by warehouse cost, operation
The unit cost of cost and the summation of transportation cost as the corresponding storehouse of the distribution route；Determine the valence of each article in order
Value Data；According to the unit cost of storehouse and value data, the storehouse unit profit is determined.
Generation module is also used to, and is arranged according to the unit profit for each storehouse determined candidate's dispatching storehouse list
Sequence；Screening Treatment is carried out to the storehouse in candidate dispatching storehouse list according to the result of sequence and preset threshold, to obtain order
Dispatching storehouse list.
The embodiment of the present invention can only be applicable according to the precedence information of order and dynamically determine out that storehouse selects radius, and
The dispatching storehouse list of the order is generated based on the selection radius.Meanwhile the precedence information is that existing system is more existing
Information (forms data or order profit under user gradation, user's history), there is the implementation convenient for the technical solution.Further, it is possible to
Under the premise of controlling cost, go out order in conjunction with the user gradation and order profit value isopreference level information, COMPREHENSIVE CALCULATING of order
Dispatching storehouse list.It is subsequent to carry out again article in order by dispatching storehouse list and can dispense based on the inventory in storehouse
It calculates, if showing that expression available in stock can produce in dispatching storehouse list, turns to produce.The availability of order is improved, is reduced
Order out of stock rate, reduces the pause order numbers of transfer link, to increase customer satisfaction degree, especially high-grade or high consumption is used
The consumption experience at family.Solve in the prior art when generating the dispatching list of order, can only according to the dispatching address of order and
Fixed range of choice determines the storehouse that can be dispensed, cannot dynamically according to the different priorities information of different orders correspondingly
Generate dispatching storehouse list.
Fig. 4 is shown can be using the method or generation order of the dispatching storehouse list of the generation order of the embodiment of the present invention
Dispatching storehouse list device exemplary system architecture 400.
As shown in figure 4, system architecture 400 may include terminal device 401,402,403, network 404 and server 405.
Network 404 between terminal device 401,402,403 and server 405 to provide the medium of communication link.Network 404 can be with
Including various connection types, such as wired, wireless communication link or fiber optic cables etc..
User can be used terminal device 401,402,403 and be interacted by network 404 with server 405, to receive or send out
Send message etc..Various telecommunication customer end applications, such as the application of shopping class, net can be installed on terminal device 401,402,403
(merely illustrative) such as the application of page browsing device, searching class application, instant messaging tools, mailbox client, social platform softwares.
Terminal device 401,402,403 can be the various electronic equipments with display screen and supported web page browsing, packet
Include but be not limited to smart phone, tablet computer, pocket computer on knee and desktop computer etc..
Server 405 can be to provide the server of various services, such as utilize terminal device 401,402,403 to user
The shopping class website browsed provides the back-stage management server (merely illustrative) supported.Back-stage management server can be to reception
To the data such as information query request carry out the processing such as analyzing, and processing result is fed back into terminal device.
It should be noted that generating the method for the dispatching storehouse list of order provided by the embodiment of the present invention generally by taking
Business device 405 executes, and correspondingly, the device for generating the dispatching storehouse list of order is generally positioned in server 405.
It should be understood that the number of terminal device, network and server in Fig. 4 is only schematical.According to realization need
It wants, can have any number of terminal device, network and server.
Below with reference to Fig. 5, it illustrates the computer systems 500 for the terminal device for being suitable for being used to realize the embodiment of the present invention
Structural schematic diagram.Terminal device shown in Fig. 5 is only an example, function to the embodiment of the present invention and should not use model
Shroud carrys out any restrictions.
As shown in figure 5, computer system 500 includes central processing unit (CPU) 501, it can be read-only according to being stored in
Program in memory (ROM) 502 or be loaded into the program in random access storage device (RAM) 503 from storage section 508 and
Execute various movements appropriate and processing.In RAM 503, also it is stored with system 500 and operates required various programs and data.
CPU 501, ROM 502 and RAM 503 are connected with each other by bus 504.Input/output (I/O) interface 505 is also connected to always
Line 504.
I/O interface 505 is connected to lower component: the importation 506 including keyboard, mouse etc.；It is penetrated including such as cathode
The output par, c 507 of spool (CRT), liquid crystal display (LCD) etc. and loudspeaker etc.；Storage section 508 including hard disk etc.；
And the communications portion 509 of the network interface card including LAN card, modem etc..Communications portion 509 via such as because
The network of spy's net executes communication process.Driver 510 is also connected to I/O interface 505 as needed.Detachable media 511, such as
Disk, CD, magneto-optic disk, semiconductor memory etc. are mounted on as needed on driver 510, in order to read from thereon
Computer program be mounted into storage section 508 as needed.
Particularly, disclosed embodiment, the process described above with reference to flow chart may be implemented as counting according to the present invention
Calculation machine software program.For example, embodiment disclosed by the invention includes a kind of computer program product comprising be carried on computer
Computer program on readable medium, the computer program include the program code for method shown in execution flow chart.?
In such embodiment, which can be downloaded and installed from network by communications portion 509, and/or from can
Medium 511 is dismantled to be mounted.When the computer program is executed by central processing unit (CPU) 501, system of the invention is executed
The above-mentioned function of middle restriction.
It should be noted that computer-readable medium shown in the present invention can be computer-readable signal media or meter
Calculation machine readable storage medium storing program for executing either the two any combination.Computer readable storage medium for example can be --- but not
Be limited to --- electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor system, device or device, or any above combination.Meter
The more specific example of calculation machine readable storage medium storing program for executing can include but is not limited to: have the electrical connection, just of one or more conducting wires
Taking formula computer disk, hard disk, random access storage device (RAM), read-only memory (ROM), erasable type may be programmed read-only storage
Device (EPROM or flash memory), optical fiber, portable compact disc read-only memory (CD-ROM), light storage device, magnetic memory device,
Or above-mentioned any appropriate combination.In the present invention, computer readable storage medium can be it is any include or storage journey
The tangible medium of sequence, the program can be commanded execution system, device or device use or in connection.And at this
In invention, computer-readable signal media may include in a base band or as carrier wave a part propagate data-signal,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited
In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can
Any computer-readable medium other than storage medium is read, which can send, propagates or transmit and be used for
By the use of instruction execution system, device or device or program in connection.Include on computer-readable medium
Program code can transmit with any suitable medium, including but not limited to: wireless, electric wire, optical cable, RF etc. are above-mentioned
Any appropriate combination.
Flow chart and block diagram in attached drawing are illustrated according to the system of various embodiments of the invention, method and computer journey
The architecture, function and operation in the cards of sequence product.In this regard, each box in flowchart or block diagram can generation
A part of one module, program segment or code of table, a part of above-mentioned module, program segment or code include one or more
Executable instruction for implementing the specified logical function.It should also be noted that in some implementations as replacements, institute in box
The function of mark can also occur in a different order than that indicated in the drawings.For example, two boxes succeedingly indicated are practical
On can be basically executed in parallel, they can also be executed in the opposite order sometimes, and this depends on the function involved.Also it wants
It is noted that the combination of each box in block diagram or flow chart and the box in block diagram or flow chart, can use and execute rule
The dedicated hardware based systems of fixed functions or operations is realized, or can use the group of specialized hardware and computer instruction
It closes to realize.
Being described in module involved in the embodiment of the present invention can be realized by way of software, can also be by hard
The mode of part is realized.Described module also can be set in the processor, for example, can be described as: a kind of processor packet
It includes and obtains module, determining module and generation module.Wherein, the title of these modules is not constituted under certain conditions to the module
The restriction of itself, for example, obtaining module is also described as " obtaining the module of the precedence information of order ".
As on the other hand, the present invention also provides a kind of computer-readable medium, which be can be
Included in equipment described in above-described embodiment；It is also possible to individualism, and without in the supplying equipment.Above-mentioned calculating
Machine readable medium carries one or more program, when said one or multiple programs are executed by the equipment, makes
Obtaining the equipment includes: the precedence information for obtaining order；Determine that storehouse selects radius according to precedence information；According to order
The article for including in dispatching address, storehouse selection radius and order generates the dispatching storehouse list of order.
The embodiment of the present invention can only be applicable according to the precedence information of order and dynamically determine out that storehouse selects radius, and
The dispatching storehouse list of the order is generated based on the selection radius.Meanwhile the precedence information is that existing system is more existing
Information (forms data or order profit under user gradation, user's history), there is the implementation convenient for the technical solution.Further, it is possible to
Under the premise of controlling cost, go out order in conjunction with the user gradation and order profit value isopreference level information, COMPREHENSIVE CALCULATING of order
Dispatching storehouse list.It is subsequent to carry out again article in order by dispatching storehouse list and can dispense based on the inventory in storehouse
It calculates, if showing that expression available in stock can produce in dispatching storehouse list, turns to produce.The availability of order is improved, is reduced
Order out of stock rate, reduces the pause order numbers of transfer link, to increase customer satisfaction degree, especially high-grade or high consumption is used
The consumption experience at family.Solve in the prior art when generating the dispatching list of order, can only according to the dispatching address of order and
Fixed range of choice determines the storehouse that can be dispensed, cannot dynamically according to the different priorities information of different orders correspondingly
The problem of generating dispatching storehouse list.
Above-mentioned specific embodiment, does not constitute a limitation on the scope of protection of the present invention.Those skilled in the art should be bright
It is white, design requirement and other factors are depended on, various modifications, combination, sub-portfolio and substitution can occur.It is any
Made modifications, equivalent substitutions and improvements etc. within the spirit and principles in the present invention, should be included in the scope of the present invention
Within.
Claims (13)
1. a kind of method for the dispatching storehouse list for generating order characterized by comprising
Obtain the precedence information of order；
Determine that storehouse selects radius according to the precedence information；
It is ordered according to the article generation for including in the dispatching address of the order, storehouse selection radius and the order
Single dispatching storehouse list.
2. the method according to claim 1, wherein the precedence information of the order includes the user etc. of order
At least one of forms data and order profit under grade, user credit, user's history.
3. the method according to claim 1, wherein
Determine that the step of storehouse selects radius includes: according to the precedence information
The precedence information x got according to the first formula manipulationi, corresponding to obtain priority data di, i ≡ 1,2 ..., m, m are
The number of the precedence information got；
Comprehensive priority data d is determined according to the second formula and all priority datas；
Determine that storehouse selects radius R according to third formula and the comprehensive priority data d；
Wherein, first formula are as follows:I ≡ 1,2 ..., m, x1For preset constant；
Second formula are as follows:
The third formula are as follows:d1,d2, k is preset constant.
4. the method according to claim 1, wherein being selected according to the dispatching address of the order, the storehouse
The article for including in radius and the order generates the step of dispatching storehouse list of the order and includes:
Candidate is generated according to the article for including in the dispatching address of the order, storehouse selection radius and the order to match
Send storehouse list；
For each storehouse in the candidate dispatching storehouse list, according to the dispatching of the address information of the storehouse and the order
Address determines that the storehouse reaches the distribution route of the dispatching address；
The unit profit of each storehouse in the candidate dispatching storehouse list is correspondingly determined according to each distribution route；
Based on the candidate dispatching storehouse list, according to the unit profit for each storehouse determined and preset threshold generation
The dispatching storehouse list of order.
5. according to the method described in claim 4, it is characterized in that, correspondingly determining the candidate according to each distribution route
Dispatching storehouse list in each storehouse unit profit the step of include:
For each distribution route, the location information of the transit point of the distribution route is obtained；
The warehouse cost, operation cost and transportation cost of the distribution route are determined according to the location information of the approach point, it will
Unit cost of the summation of warehouse cost, operation cost and transportation cost as the corresponding storehouse of the distribution route；
Determine the value data of each article in the order；
According to the unit cost of the storehouse and the value data, the storehouse unit profit is determined.
6. according to the method described in claim 4, it is characterized in that, based on it is described it is candidate dispense storehouse list, according to determining
Each storehouse unit profit and preset threshold the step of generating the dispatching storehouse list of the order include:
The candidate dispatching storehouse list is ranked up according to the unit profit for each storehouse determined；
Screening Treatment is carried out to the storehouse in the candidate dispatching storehouse list according to the result of the sequence and preset threshold, with
Obtain the dispatching storehouse list of the order.
7. a kind of device for the dispatching storehouse list for generating order characterized by comprising
Module is obtained, for obtaining the precedence information of order；
Determining module, for determining that storehouse selects radius according to the precedence information；
Generation module, for including according in the dispatching address of the order, storehouse selection radius and the order
Article generates the dispatching storehouse list of the order.
8. device according to claim 7, which is characterized in that the determining module is also used to, according to the first formula manipulation
The precedence information x goti, corresponding to obtain priority data di, i ≡ 1,2 ..., m, m are the precedence information got
Number；
Comprehensive priority data d is determined according to the second formula and all priority datas；
Determine that storehouse selects radius R according to third formula and the comprehensive priority data d；
Wherein, first formula are as follows:I ≡ 1,2 ..., m, x1For preset constant；
Second formula are as follows:
The third formula are as follows:d1,d2, k is preset constant.
9. device according to claim 7, which is characterized in that the generation module is also used to, according to matching for the order
The article for including in address, storehouse selection radius and the order is sent to generate candidate dispatching storehouse list；For described
Each storehouse in candidate's dispatching storehouse list is determined according to the dispatching address of the address information of the storehouse and the order
The storehouse reaches the distribution route of the dispatching address；The candidate dispatching storehouse is correspondingly determined according to each distribution route
The unit profit of each storehouse in list；Based on the candidate dispatching storehouse list, according to the list for each storehouse determined
Position profit and preset threshold generate the dispatching storehouse list of the order.
10. device according to claim 9, which is characterized in that the generation module is also used to, for each dispatching road
Line obtains the location information of the transit point of the distribution route；The distribution route is determined according to the location information of the approach point
Warehouse cost, operation cost and transportation cost, using the summation of warehouse cost, operation cost and transportation cost as the dispatching road
The unit cost of the corresponding storehouse of line；Determine the value data of each article in the order；According to the unit of the storehouse at
Sheet and the value data, determine the storehouse unit profit.
11. device according to claim 9, which is characterized in that the generation module is also used to, according to each of determining
The unit profit of storehouse is ranked up the candidate dispatching storehouse list；According to the result of the sequence and preset threshold to institute
The storehouse stated in candidate dispatching storehouse list carries out Screening Treatment, to obtain the dispatching storehouse list of the order.
12. a kind of electronic equipment for the dispatching storehouse list for generating order characterized by comprising
One or more processors；
Storage device, for storing one or more programs,
When one or more of programs are executed by one or more of processors, so that one or more of processors are real
Now such as method as claimed in any one of claims 1 to 6.
13. a kind of computer-readable medium, is stored thereon with computer program, which is characterized in that described program is held by processor
Such as method as claimed in any one of claims 1 to 6 is realized when row.
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| CN201810170824.1A CN110222860A (en) | 2018-03-01 | 2018-03-01 | A kind of method and apparatus for the dispatching storehouse list generating order |
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| CN112700177A (en) * | 2019-10-22 | 2021-04-23 | 北京京东振世信息技术有限公司 | Warehouse selection method and device for transporting transportation center and storage medium |
| CN113379101A (en) * | 2021-05-06 | 2021-09-10 | 北京沃东天骏信息技术有限公司 | Distribution method, device and equipment of abnormal orders and storage medium |
| CN113592245A (en) * | 2021-07-05 | 2021-11-02 | 杭州智家通科技有限公司 | Inventory adjustment method and device |
| CN113657824A (en) * | 2021-07-23 | 2021-11-16 | 上海百奥泉国际冷链物流有限公司 | Cold-chain logistics scheduling management method, system, device and storage medium |
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| CN112700177A (en) * | 2019-10-22 | 2021-04-23 | 北京京东振世信息技术有限公司 | Warehouse selection method and device for transporting transportation center and storage medium |
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