CN109816301A - Logistics storehouse delivery management method and device - Google Patents
Logistics storehouse delivery management method and device Download PDFInfo
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- CN109816301A CN109816301A CN201811565823.3A CN201811565823A CN109816301A CN 109816301 A CN109816301 A CN 109816301A CN 201811565823 A CN201811565823 A CN 201811565823A CN 109816301 A CN109816301 A CN 109816301A
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Abstract
The embodiment of the present invention provides a kind of logistics storehouse delivery management method and device, belongs to logistics management technical field.This method comprises: the priority based on each type warehouse in all order datas and all warehouses, successively determines the order data from the shipment of each type warehouse；It is planned based on preset model from the order data of each type warehouse shipment, determines the shipment date from the order data of each type warehouse shipment and shipment place.Method provided in an embodiment of the present invention, by successively determining the order data from the shipment of each type warehouse.It is planned based on preset model from the order data of each type warehouse shipment, determines the shipment date from the order data of each type warehouse shipment and shipment place.Due to that can be malfunctioned by way of multiple programming evaluation so as to solve the problem of to cause model to interfere by data approximate simulation strong precedence grade in common planning.This improves delivery management effects.
Description
Technical field
The present embodiments relate to logistics management technical field more particularly to a kind of logistics storehouse delivery management authentication method and
Device.
Background technique
With the fast development of delivery industry, the importance of logistics management is increasingly highlighted.Many in logistics management is asked
Topic usually requires to plan as a whole by pipe, plans and dispatch various resources and realized such as the problems such as cost, time.Due to object
Situation is complicated in flow management, if warehouse shipment has priority, and using the method for approximate processing, such as quantifies priority as about
The mode of beam condition is easy when the correlation model of logistics management is more complex so that model causes model to go out because being interfered
Mistake, it is poor so as to cause management effect.
Summary of the invention
To solve the above-mentioned problems, the embodiment of the present invention provides one kind and overcomes the above problem or at least be partially solved
State the logistics storehouse delivery management method and device of problem.
According to a first aspect of the embodiments of the present invention, a kind of logistics storehouse delivery management method is provided, comprising:
Based on the priority in each type warehouse in all order datas and all warehouses, successively determine from each type
The order data of warehouse shipment；
It is planned based on preset model from the order data of each type warehouse shipment, is determined from each type warehouse
The shipment date of the order data of shipment and shipment place.
Method provided in an embodiment of the present invention, by based on each type warehouse in all order datas and all warehouses
Priority, successively determine from the order data of each type warehouse shipment.Gone out based on preset model to from each type warehouse
The order data of goods is planned, determines the shipment date from the order data of each type warehouse shipment and shipment place.
Due to can be by way of multiple programming evaluation, so as to which solve can only be by data approximate simulation strong precedence in common planning
Grade, and model is caused to interfere the problem of malfunctioning.This improves delivery management effects.
According to a second aspect of the embodiments of the present invention, a kind of logistics storehouse delivery management device is provided, comprising:
First determining module, for the priority based on each type warehouse in all order datas and all warehouses,
Successively determine the order data from the shipment of each type warehouse；
Second determining module, for being planned based on preset model from the order data of each type warehouse shipment,
Determine the shipment date from the order data of each type warehouse shipment and shipment place.
According to a third aspect of the embodiments of the present invention, a kind of electronic equipment is provided, comprising:
At least one processor；And
At least one processor being connect with processor communication, in which:
Memory is stored with the program instruction that can be executed by processor, and the instruction of processor caller is able to carry out first party
Logistics storehouse delivery management method provided by any possible implementation in the various possible implementations in face.
According to the fourth aspect of the invention, a kind of non-transient computer readable storage medium, non-transient computer are provided
Readable storage medium storing program for executing stores computer instruction, and computer instruction makes the various possible implementations of computer execution first aspect
In logistics storehouse delivery management method provided by any possible implementation.
It should be understood that above general description and following detailed description be it is exemplary and explanatory, can not
Limit the embodiment of the present invention.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is this hair
Bright some embodiments for those of ordinary skill in the art without creative efforts, can be with root
Other attached drawings are obtained according to these attached drawings.
Fig. 1 is a kind of flow diagram of logistics storehouse delivery management method provided in an embodiment of the present invention；
Fig. 2 is a kind of structural schematic diagram of logistics storehouse delivery management device provided in an embodiment of the present invention；
Fig. 3 is the block diagram of a kind of electronic equipment provided in an embodiment of the present invention.
Specific embodiment
In order to make the object, technical scheme and advantages of the embodiment of the invention clearer, below in conjunction with the embodiment of the present invention
In attached drawing, technical scheme in the embodiment of the invention is clearly and completely described, it is clear that described embodiment is
A part of the embodiment of the present invention, instead of all the embodiments.Based on the embodiments of the present invention, those of ordinary skill in the art
Every other embodiment obtained without creative efforts, shall fall within the protection scope of the present invention.
With the fast development of delivery industry, the importance of logistics management is increasingly highlighted.Many in logistics management is asked
Topic usually requires to plan as a whole by pipe, plans and dispatch various resources and realized such as the problems such as cost, time.Due to object
Situation is complicated in flow management, if warehouse shipment has priority, and using the method for approximate processing, such as quantifies priority as about
The mode of beam condition is easy when the correlation model of logistics management is more complex so that model causes model to go out because being interfered
Mistake, it is poor so as to cause management effect.
Specifically, single formula is generallyd use at present and carries out linear programming, and all conditions are recorded in the form of numerical value
In same formula, the priority importance of each planning condition, which relies on, is arranged different numerical values reciteds to show, if need to be by certain
A little condition settings are to force to first carry out or finally execute, and can only carry out approximate simulation by using larger or smaller value, can not
Reduction completely, while in the case where linear model is complex, the interference by compound formula is easy so as to cause entire mould
There is mistake in type, poor so as to cause management effect.
For said circumstances, the embodiment of the invention provides a kind of logistics storehouse delivery management methods.Referring to Fig. 1, this method
Include:
101, the priority based on each type warehouse in all order datas and all warehouses is successively determined from each
The order data of type warehouse shipment.
102, it is planned based on preset model from the order data of each type warehouse shipment, is determined from each type
The shipment date of the order data of warehouse shipment and shipment place.
Method provided in an embodiment of the present invention, by based on each type warehouse in all order datas and all warehouses
Priority, successively determine from the order data of each type warehouse shipment.Gone out based on preset model to from each type warehouse
The order data of goods is planned, determines the shipment date from the order data of each type warehouse shipment and shipment place.
Due to can be by way of multiple programming evaluation, so as to which solve can only be by data approximate simulation strong precedence in common planning
Grade, and model is caused to interfere the problem of malfunctioning.This improves delivery management effects.
Content based on the above embodiment, as a kind of alternative embodiment, the type in warehouse is all based on warehouse distance
It is ordered goods in advance determined by the distance on factory ground in order data.Since if warehouse dispatches from the factory ground closely from ordering goods in advance, from
Out factory site be transported to its cost of warehouse also can be low.If being transported to storehouse from factory site out if warehouse is remote from the factory ground that orders goods in advance
Its cost of library also can be high.And it is subsequent can be based on what shipment cost was planned, thus the type in warehouse can according to warehouse away from
The distance for separating out factory site is divided.Certainly, it during actual implementation, can also be divided otherwise, the present invention is real
It applies example and this is not especially limited.
Content based on the above embodiment, as a kind of alternative embodiment, the type in all warehouses is divided into two classes；Accordingly
Ground, the priority in each type warehouse in based on all order datas and all warehouses are successively determined from each type storehouse
Before the order data of library shipment, further includes: obtain each warehouse in all warehouses and order goods in advance in all order datas
The distance of factory site out；Any warehouse is made if the corresponding distance in any warehouse is less than pre-determined distance threshold value in any warehouse
For first kind warehouse, if the corresponding distance in any warehouse is not less than pre-determined distance threshold value, using any warehouse as the second class storehouse
Library；Wherein, the priority in first kind warehouse is higher than the second class warehouse.
Specifically, A class warehouse and B type warehouse can be divided into.Wherein, type-A warehouse is nearly factory ground warehouse, also as the
A kind of warehouse.And B class warehouse is remote factory ground warehouse namely the second class warehouse.It should be noted that during actual implementation,
Provided in being not limited to the above embodiments, be only divided into two classes, can according to warehouse and the distance between factory site demarcation interval out, from
And warehouse is divided into multiple types, the present invention is not especially limit this.
Content based on the above embodiment, as a kind of alternative embodiment, the embodiment of the present invention is not to based on all orders
The priority in each type warehouse in data and all warehouses is successively determined from the order data of each type warehouse shipment
Mode specifically limits, including but not limited to: being based on all order datas, successively determines in all warehouses from first kind storehouse
The order data of library shipment, from the order data of the second class warehouse shipment and simultaneously from first kind warehouse and the second class warehouse
The order data of shipment.
With first kind warehouse for A class warehouse, the second class warehouse is for B class warehouse.It specifically, can be in advance by all orders
Data are arranged, and normal formula planning three times is then carried out.The first step is that only the warehouse comprising A class warehouse order is planned, from rule
A class warehouse is extracted in check off fruit sends order.Since under normal circumstances, A class warehouse cannot undertake all order cargos, so
Output result is divided into can be from the sending of the warehouse A and not capable of emitting order, and order can be sent out as a result, meaning is must be from A class storehouse by only taking
Order is sent in library, the purpose for the arrangement is that guaranteeing first to exhaust A class warehouse inventory.
Second step is to have sent out order in the removal first step, carries out the only warehouse comprising B class warehouse order and plans, from result
It extracts from B class warehouse and sends order.Wherein, planning mode is identical as the first step, the difference is that the order total amount planned is total
Order, which subtracts in the first step, to issue order from A class warehouse, and it is that B class warehouse must send out order that order can be sent out by, which obtaining,.
Third step is that two class warehouse common programme of all orders and A B is obtained the result order removal first step and second
It is in step as a result, it is available at the same from two warehouses A, B issue order.Wherein, the program results of the first step and second step
Most order is enumerated, but since the method for individually taking some warehouse causes warehouse that can have a margin, it may appear that few portion
It is divided to the order to be gathered out by two kinds of warehouses, so needing to carry out the primary system plan to the amount of storage in all warehouses again, obtained result is removed
The normal bill of the first step and second step is removed as a result, as two kinds of warehouses issue order jointly.
Finally, the result planned three times is integrated, required result can be obtained.Wherein, the result of the first step is from A class libraries
Issue order, the result of second step is from B class libraries order, and the result of third step is that the mixing of two library AB is gathered single-shot and gone out, and three is remembered
Lower warehouse type and respective shipping Qty. are recorded, i.e. integration obtains final result.
Content based on the above embodiment, as a kind of alternative embodiment, preset model is shipment cost model；Accordingly
Ground, the embodiment of the present invention do not planned from the order data of each type warehouse shipment based on preset model, determine from
The shipment date of the order data of each type warehouse shipment and the mode in shipment place specifically limit, including but unlimited
In: based on the order data and constraint condition from the shipment of each type warehouse, to shipment of each type warehouse in shipment
Cost model is solved, and the shipment date and shipment place from the order data of each type warehouse shipment are obtained.
Specifically, the mode of normal linear planning can be used in solution procedure.Wherein, shipment cost model can be additive
The conditions such as order weight, delivering amount, destination are obtained as parameter designing in streaming system, and the embodiment of the present invention is not made this specifically
It limits.Shipment cost model is specifically as follows linear function c1x1+c2x2.Wherein, x1 and x2 is that the variable to be solved respectively is
Shipment date and shipment place.C1 and c2 is respectively dispatch date option value and shipment place weights.It is right separately below
The variable in model and constraint condition that may relate to are illustrated:
All orders add up the time: dict:schedule_date；
Time weight: c1=di/len (send_dates) * 10；
Place of departure weights: c2=tc_weights [tc]/len (tc_weights)；
Order priority weight: prio_weight=gvs_dict [key] [' prio_weight'] * * 2；
Cost function: cost_fun+=(c1*c2) * schedule_date [d] [key] * project_weight；
Constraint condition: prob_gvs_wh+=gvs_sum≤int (wh_lease_dict [wh])；
The constraint condition formula is the minimum value for asking cost function to meet under constraint condition, if being intended to that a weight is added,
Mode is consistent with c1/c2/prio_weights, and is defined by linear expression formula, and special planning will be what is desired is that will
All A classes warehouse order could send out B class order after distributing again, it is meant that order type is highest priority, if using linear
Planning Standard formula indicates, can be with are as follows:
Warehouse type weight: warehouse_weight=10000*gvs_dict [key] [' warehouse_
weight']**2
Using the larger value approximate processing warehouse weight, guarantee that other weights can not influence warehouse class in ultimate cost function
The result of type.Such approximate processing can be used for better simply model, if the complexity of model is promoted, condition increases, very
It is easy numerically to influence each other, not reached requirement so as to cause the approximate processing of the larger value.Therefore, in embodiments of the present invention
Warehouse type weight is not used, but by the way of special planning.It should also be noted that, above-mentioned linear programming side used
The computer programming language that various bases can be used in method realizes (such as c, c++, python and java), the embodiment of the present invention pair
This is not especially limited.
Content based on the above embodiment, as a kind of alternative embodiment, based on preset model to from each type storehouse
The order data of library shipment planned, is determined from the shipment date of the order data of each type warehouse shipment and shipment
After point, further includes: for the different warehouses under any kind, according to institute from the order data of any kind warehouse shipment, times
The quantity in stock and location information in each warehouse under one type determine the shipment sequence in different warehouses under any kind.
Content based on the above embodiment, as a kind of alternative embodiment, in the case where determining any kind, different warehouses goes out
After goods sequence, further includes: according to the shipment sequence in warehouses different under any kind and from the order of any kind warehouse shipment
Data determine the shipment date of the order data of different warehouse shipment and shipment place under any kind.
Content based on the above embodiment, the embodiment of the invention also provides a kind of logistics storehouse delivery management device, the dresses
It sets for executing the logistics storehouse delivery management method provided in above method embodiment.Referring to fig. 2, which includes: first true
Cover half block 201 and the second determining module 202；Wherein,
First determining module 201, for based in all order datas and all warehouses each type warehouse it is preferential
Grade successively determines the order data from the shipment of each type warehouse；
Second determining module 202, for being advised based on preset model to from the order data of each type warehouse shipment
It draws, determines the shipment date from the order data of each type warehouse shipment and shipment place.
Content based on the above embodiment, as a kind of alternative embodiment, the type in warehouse is all based on warehouse distance
It is ordered goods in advance determined by the distance on factory ground in order data.
Content based on the above embodiment, as a kind of alternative embodiment, the type in all warehouses is divided into two classes；Accordingly
Ground, the device further include:
Module is obtained, order goods in all order datas for obtaining each warehouse in all warehouses factory ground in advance
Distance；
Third determining module is used for for any warehouse, if the corresponding distance in any warehouse is less than pre-determined distance threshold value,
Using any warehouse as first kind warehouse, if the corresponding distance in any warehouse is not less than pre-determined distance threshold value, by any warehouse
As the second class warehouse；Wherein, the priority in first kind warehouse is higher than the second class warehouse.
Content based on the above embodiment, as a kind of alternative embodiment, the first determining module 201, for based on all
Order data successively determines in all warehouses from the order data of first kind warehouse shipment, from the second class warehouse shipment
Order data and simultaneously from first kind warehouse and the order data of the second class warehouse shipment.
Content based on the above embodiment, as a kind of alternative embodiment, preset model is shipment cost model；Accordingly
Ground, the second determining module 202, for based on the order data and constraint condition from the shipment of each type warehouse, to every one kind
Shipment cost model of the type warehouse in shipment is solved, and the dispatch date of the order data from the shipment of each type warehouse is obtained
Phase and shipment place.
Device provided in an embodiment of the present invention, by based on each type warehouse in all order datas and all warehouses
Priority, successively determine from the order data of each type warehouse shipment.Gone out based on preset model to from each type warehouse
The order data of goods is planned, determines the shipment date from the order data of each type warehouse shipment and shipment place.
Due to can be by way of multiple programming evaluation, so as to which solve can only be by data approximate simulation strong precedence in common planning
Grade, and model is caused to interfere the problem of malfunctioning.This improves delivery management effects.
Fig. 3 illustrates the entity structure schematic diagram of a kind of electronic equipment, as shown in figure 3, the electronic equipment may include: place
Manage device (processor) 310, communication interface (Communications Interface) 320,330 He of memory (memory)
Communication bus 340, wherein processor 310, communication interface 320, memory 330 complete mutual lead to by communication bus 340
Letter.Processor 310 can call the logical order in memory 330, to execute following method: based on all order datas and
The priority in each type warehouse in all warehouses successively determines the order data from the shipment of each type warehouse；Based on default
Model is planned from the order data of each type warehouse shipment, is determined from the order data of each type warehouse shipment
Shipment date and shipment place.
In addition, the logical order in above-mentioned memory 330 can be realized by way of SFU software functional unit and conduct
Independent product when selling or using, can store in a computer readable storage medium.Based on this understanding, originally
Substantially the part of the part that contributes to existing technology or the technical solution can be in other words for the technical solution of invention
The form of software product embodies, which is stored in a storage medium, including some instructions to
So that a computer equipment (can be personal computer, electronic equipment or the network equipment etc.) executes each reality of the present invention
Apply all or part of the steps of a method.And storage medium above-mentioned include: USB flash disk, mobile hard disk, read-only memory (ROM,
Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic or disk etc. it is various
It can store the medium of program code.
The embodiment of the present invention also provides a kind of non-transient computer readable storage medium, is stored thereon with computer program,
The computer program is implemented to carry out the various embodiments described above offer method when being executed by processor, for example, based on all
The priority in each type warehouse in order data and all warehouses successively determines the order numbers from the shipment of each type warehouse
According to；It is planned based on preset model from the order data of each type warehouse shipment, is determined from the shipment of each type warehouse
Order data the shipment date and shipment place.
The apparatus embodiments described above are merely exemplary, wherein described, unit can as illustrated by the separation member
It is physically separated with being or may not be, component shown as a unit may or may not be physics list
Member, it can it is in one place, or may be distributed over multiple network units.It can be selected according to the actual needs
In some or all of the modules achieve the purpose of the solution of this embodiment.Those of ordinary skill in the art are not paying creativeness
Labour in the case where, it can understand and implement.
Through the above description of the embodiments, those skilled in the art can be understood that each embodiment can
It realizes by means of software and necessary general hardware platform, naturally it is also possible to pass through hardware.Based on this understanding, on
Stating technical solution, substantially the part that contributes to existing technology can be embodied in the form of software products in other words, should
Computer software product may be stored in a computer readable storage medium, such as ROM/RAM, magnetic disk, CD, including several fingers
It enables and using so that a computer equipment (can be personal computer, server or the network equipment etc.) executes each implementation
Method described in certain parts of example or embodiment.
Finally, it should be noted that the above embodiments are merely illustrative of the technical solutions of the present invention, rather than its limitations；Although
Present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that: it still may be used
To modify the technical solutions described in the foregoing embodiments or equivalent replacement of some of the technical features；
And these are modified or replaceed, technical solution of various embodiments of the present invention that it does not separate the essence of the corresponding technical solution spirit and
Range.
Claims (10)
1. a kind of logistics storehouse delivery management method characterized by comprising
Based on the priority in each type warehouse in all order datas and all warehouses, successively determine from each type warehouse
The order data of shipment；
It is planned based on preset model from the order data of each type warehouse shipment, is determined from the shipment of each type warehouse
Order data the shipment date and shipment place.
2. the method according to claim 1, wherein the type in warehouse is based on warehouse apart from all order datas
In order goods in advance factory ground distance determined by.
3. according to the method described in claim 2, it is characterized in that, the type in all warehouses is divided into two classes；Correspondingly, the base
The priority in each type warehouse in all order datas and all warehouses is successively determined from the shipment of each type warehouse
Before order data, further includes:
Each warehouse in all warehouses is obtained to order goods in advance in all order datas the distance on factory ground；
For any warehouse, if the corresponding distance in any warehouse is less than pre-determined distance threshold value, any warehouse is made
For first kind warehouse, if the corresponding distance in any warehouse is not less than pre-determined distance threshold value, using any warehouse as
Second class warehouse；Wherein, the priority in the first kind warehouse is higher than the second class warehouse.
4. according to the method described in claim 3, it is characterized in that, described based on every in all order datas and all warehouses
The priority in one type warehouse successively determines the order data from the shipment of each type warehouse, comprising:
Based on all order datas, successively determine in all warehouses from the order data of first kind warehouse shipment, from second
The order data of class warehouse shipment and simultaneously from first kind warehouse and the order data of the second class warehouse shipment.
5. the method according to claim 1, wherein the preset model is shipment cost model；Correspondingly, institute
It states and is planned based on preset model from the order data of each type warehouse shipment, determined from the shipment of each type warehouse
The shipment date of order data and shipment place, comprising:
Based on the order data and constraint condition from the shipment of each type warehouse, to shipment of each type warehouse in shipment
Cost model is solved, and the shipment date and shipment place from the order data of each type warehouse shipment are obtained.
6. the method according to claim 1, wherein it is described based on preset model to from the shipment of each type warehouse
Order data planned, determine from the shipment date of the order data of each type warehouse shipment and shipment place it
Afterwards, further includes:
For the different warehouses under any kind, according to from the order data of any kind warehouse shipment, it is described any
The quantity in stock and location information in each warehouse under type determine the shipment sequence in different warehouses under any kind.
7. according to the method described in claim 6, it is characterized in that, under the determination any kind different warehouses shipment
After sequence, further includes:
According to the shipment sequence in warehouses different under any kind and from the order data of any kind warehouse shipment, really
The shipment date of the order data of different warehouse shipment and shipment place under the fixed any kind.
8. a kind of logistics storehouse delivery management device characterized by comprising
First determining module, for the priority based on each type warehouse in all order datas and all warehouses, successively
Determine the order data from the shipment of each type warehouse；
Second determining module is determined for being planned based on preset model from the order data of each type warehouse shipment
Shipment date and shipment place from the order data of each type warehouse shipment.
9. a kind of electronic equipment characterized by comprising
At least one processor；And
At least one processor being connect with the processor communication, in which:
The memory is stored with the program instruction that can be executed by the processor, and the processor calls described program to instruct energy
Enough methods executed as described in claim 1 to 7 is any.
10. a kind of non-transient computer readable storage medium, which is characterized in that the non-transient computer readable storage medium is deposited
Computer instruction is stored up, the computer instruction makes the computer execute the method as described in claim 1 to 7 is any.
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| CN201811565823.3A CN109816301A (en) | 2018-12-20 | 2018-12-20 | Logistics storehouse delivery management method and device |
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Application publication date: 20190528 |