Summary of the invention
The purpose of the embodiment of the present application is to propose a kind of information output method and device.
In a first aspect, the embodiment of the present application provides a kind of information output method, this method comprises: obtaining order to be dispensedSet, wherein the order to be dispensed in above-mentioned order set to be dispensed includes the demand for article of the same race, above-mentioned to be dispensedOrder set has corresponding first warehouse mark and the second warehouse mark, the second indicated warehouse of above-mentioned second warehouse markDispatching range include the first indicated warehouse of above-mentioned first warehouse mark dispatching range；Obtain above-mentioned first warehouse and upperState the quantity in stock of the above-mentioned article of the same race in the second warehouse；Based in above-mentioned quantity in stock and above-mentioned order set to be dispensed wait matchThe demand amount included by order is sent, determination is above-mentioned to be dispensed for dispensing in above-mentioned first warehouse and above-mentioned second warehouseThe warehouse of order to be dispensed in order set, and generate for characterizing the corresponding relationship between the order to be dispensed and the warehouseCorrespondence relationship information；Export correspondence relationship information generated.
In some embodiments, above-mentioned first warehouse mark and above-mentioned second warehouse mark be respectively provided with corresponding dispatching atThis；And the demand included by above-mentioned order to be dispensed based on above-mentioned quantity in stock and in above-mentioned order set to be dispensedAmount determines in above-mentioned first warehouse and above-mentioned second warehouse for dispensing the order to be dispensed in above-mentioned order set to be dispensedWarehouse, comprising: obtain sample set, wherein above-mentioned sample set is used to characterize in certain period of time from current timeFor the demand status of above-mentioned article of the same race, sample includes order volume and the above order amount order respectively includes for above-mentionedFirst demand of article of the same race；Based on included by the order to be dispensed in above-mentioned quantity in stock, above-mentioned order set to be dispensedThe demand amount, above-mentioned distribution cost and above-mentioned sample set, determination is used in above-mentioned first warehouse and above-mentioned second warehouseDispense the warehouse of the order to be dispensed in above-mentioned order set to be dispensed.
In some embodiments, above-mentioned order institute to be dispensed based on above-mentioned quantity in stock, in above-mentioned order set to be dispensedIncluding the demand amount, above-mentioned distribution cost and above-mentioned sample set, in above-mentioned first warehouse and above-mentioned second warehouse reallyDetermine the warehouse for dispensing the order to be dispensed in above-mentioned order set to be dispensed, comprising: utilize preset mathematical model, be based onThe demand amount included by order to be dispensed in above-mentioned quantity in stock, above-mentioned order set to be dispensed, above-mentioned distribution cost andAbove-mentioned sample set determines in above-mentioned first warehouse and above-mentioned second warehouse for dispensing in above-mentioned order set to be dispensedThe warehouse of order to be dispensed, wherein above-mentioned mathematical model is above-mentioned wait match for dispensing to determine by minimizing total distribution costSend the warehouse of the order to be dispensed in order set.
In some embodiments, above-mentioned output correspondence relationship information generated, comprising: believe corresponding relationship generatedThe terminal device that breath output is configured to corresponding warehouse.
In some embodiments, above-mentioned acquisition sample set, comprising: obtain pre-generated in above-mentioned certain period of timeFor the order duration set of above-mentioned article of the same race；Obtain the first demand duration set, wherein in above-mentioned first demand duration setOne demand has corresponding weighted value, which is the quantity required for above-mentioned article of the same race in order；BenefitWith joint probability distribution, it is based on the above order duration set and above-mentioned first demand duration set, generates above-mentioned sample set.
In some embodiments, above-mentioned the first demand of acquisition duration set, comprising: obtain History Order set, wherein historyOrder includes the purchase volume for above-mentioned article of the same race；It extracts from the History Order in above-mentioned History Order set for upperThe purchase volume of article of the same race is stated, purchase duration set is generated；For each purchase volume in above-mentioned purchase duration set, by the purchase volumeHistory Order included by the number occurred in the History Order in above-mentioned History Order set and above-mentioned History Order setThe ratio of total number be set as the weighted value of the purchase volume；Using the purchase volume in above-mentioned purchase duration set as the first demandAmount generates the first demand duration set.
Second aspect, the embodiment of the present application provide a kind of information output apparatus, which includes: first acquisition unit,It is configured to obtain order set to be dispensed, wherein the order to be dispensed in above-mentioned order set to be dispensed includes for of the same raceThere is corresponding first warehouse mark and the second warehouse to identify for the demand of article, above-mentioned order set to be dispensed, and above-mentioned secondThe dispatching range in the second indicated warehouse of warehouse mark includes the dispatching in the first indicated warehouse of above-mentioned first warehouse markRange；Second acquisition unit is configured to obtain the library of the above-mentioned article of the same race in above-mentioned first warehouse and above-mentioned second warehouseStorage；Generation unit is configured to based on included by the order to be dispensed in above-mentioned quantity in stock and above-mentioned order set to be dispensedThe demand amount, in above-mentioned first warehouse and above-mentioned second warehouse determine for dispensing in above-mentioned order set to be dispensedThe warehouse of order to be dispensed, and the corresponding relationship generated for characterizing the corresponding relationship between the order to be dispensed and the warehouse is believedBreath；Output unit is configured to export correspondence relationship information generated.
In some embodiments, above-mentioned first warehouse mark and above-mentioned second warehouse mark be respectively provided with corresponding dispatching atThis；And above-mentioned generation unit includes: acquisition subelement, is configured to obtain sample set, wherein above-mentioned sample set is used forCharacterize the demand status that above-mentioned article of the same race is directed in certain period of time from current time, sample includes order volume and above-mentionedThe first demand for above-mentioned article of the same race that order volume order respectively includes；It determines subelement, is configured to based on upperState the demand amount included by quantity in stock, the order to be dispensed in above-mentioned order set to be dispensed, above-mentioned distribution cost and onState sample set, in above-mentioned first warehouse and above-mentioned second warehouse determine for dispense in above-mentioned order set to be dispensed toDispense the warehouse of order.
In some embodiments, above-mentioned determining subelement is further configured to: preset mathematical model is utilized, based on upperState the demand amount included by quantity in stock, the order to be dispensed in above-mentioned order set to be dispensed, above-mentioned distribution cost and onState sample set, in above-mentioned first warehouse and above-mentioned second warehouse determine for dispense in above-mentioned order set to be dispensed toDispense the warehouse of order, wherein above-mentioned mathematical model is above-mentioned to be dispensed for dispensing to determine by minimizing total distribution costThe warehouse of order to be dispensed in order set.
In some embodiments, above-mentioned output unit is further configured to: correspondence relationship information generated is exportedThe terminal device configured to corresponding warehouse.
In some embodiments, above-mentioned acquisition subelement includes: the first acquisition module, is configured to what acquisition pre-generatedThe order duration set of above-mentioned article of the same race is directed in above-mentioned certain period of time；Second obtains module, is configured to acquisition firstDemand duration set, wherein the first demand in above-mentioned first demand duration set has corresponding weighted value, first demandIt is the quantity required for above-mentioned article of the same race in order；Generation module is configured to using joint probability distribution, based on upperOrder duration set and above-mentioned first demand duration set are stated, above-mentioned sample set is generated.
In some embodiments, above-mentioned second acquisition module is further configured to: obtaining History Order set, whereinHistory Order includes the purchase volume for above-mentioned article of the same race；Needle is extracted from the History Order in above-mentioned History Order setTo the purchase volume of above-mentioned article of the same race, purchase duration set is generated；For each purchase volume in above-mentioned purchase duration set, by the purchaseHistory included by number that the amount of buying occurs in the History Order in above-mentioned History Order set and above-mentioned History Order setThe ratio of the total number of order is set as the weighted value of the purchase volume；It is needed the purchase volume in above-mentioned purchase duration set as firstThe amount of asking generates the first demand duration set.
The third aspect, the embodiment of the present application provide a kind of electronic equipment, which includes: one or more processingDevice；Storage device, for storing one or more programs；When said one or multiple programs are by said one or multiple processorsIt executes, so that said one or multiple processors realize the method as described in implementation any in first aspect.
Fourth aspect, the embodiment of the present application provide a kind of computer readable storage medium, are stored thereon with computer journeySequence realizes the method as described in implementation any in first aspect when above procedure is executed by processor.
Information output method and device provided by the embodiments of the present application include needle by obtaining included order to be dispensedTo the order set to be dispensed of the demand of article of the same race, and obtain the first warehouse and the article of the same race in the second warehouseQuantity in stock, so as to based on being directed to the article of the same race included by the order to be dispensed in the quantity in stock and the order set to be dispensedDemand, determine in first warehouse and second warehouse for dispensing the order to be dispensed in the order set to be dispensedWarehouse, and generate the correspondence relationship information for characterizing the corresponding relationship between the order to be dispensed and the warehouse, it is then defeatedThe correspondence relationship information out.To be effectively utilized to the storehouse for dispensing the order to be dispensed in above-mentioned order set to be dispensedThe determination in library realizes and is imbued with targetedly information generation.
Specific embodiment
The application is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouchedThe specific embodiment stated is used only for explaining related invention, rather than the restriction to the invention.It also should be noted that in order toConvenient for description, part relevant to related invention is illustrated only in attached drawing.
It should be noted that in the absence of conflict, the features in the embodiments and the embodiments of the present application can phaseMutually combination.The application is described in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
Fig. 1 is shown can be using the exemplary system of the embodiment of the information output method or information output apparatus of the applicationSystem framework 100.
As shown in Figure 1, system architecture 100 may include terminal device 101,102,103, network 104 and server 105.Network 104 between terminal device 101,102,103 and server 105 to provide the medium of communication link.Network 104 can be withIncluding various connection types, such as wired, wireless communication link or fiber optic cables etc..
User can be used terminal device 101,102,103 and be interacted by network 104 with server 105, to receive or send outSend message etc..Various telecommunication customer end applications can be installed, such as web browser is answered on terminal device 101,102,103With, instant messaging tools, storehouse management class application etc..
Terminal device 101,102,103 can be various electronic equipments, including but not limited to smart phone, tablet computer,Pocket computer on knee and desktop computer etc..
Server 105 can be to provide the server of various services, such as in acquired order set to be dispensedOrder to be dispensed carries out the processing such as analyzing, and it is (such as generated for characterizing order to be dispensed and specified to export processing resultThe correspondence relationship information of corresponding relationship between warehouse).Here, server 105 can for example export the processing result to storehouseThe terminal device that library is configured, such as terminal device 101,102,103.
It should be noted that information output method provided by the embodiment of the present application is generally executed by server 105, accordinglyGround, information output apparatus are generally positioned in server 105.
It should be understood that the number of terminal device, network and server in Fig. 1 is only schematical.According to realization needIt wants, can have any number of terminal device, network and server.
With continued reference to Fig. 2, the process 200 of one embodiment of the information output method according to the application is shown.The letterCease the process 200 of output method, comprising the following steps:
Step 201, order set to be dispensed is obtained.
In the present embodiment, the electronic equipment (such as server 105 shown in FIG. 1) of information output method operation thereonOrder to be dispensed can be obtained from the server connecting with its telecommunication by wired connection mode or radio connectionSet.Certainly, if above-mentioned electronic equipment is locally previously stored with the order set to be dispensed, above-mentioned electronic equipment can also be localObtain the order set to be dispensed.
It should be noted that the order to be dispensed in order set to be dispensed may include the demand for article of the same raceAmount.In addition, order set to be dispensed can have corresponding first warehouse mark and the second warehouse mark.Second warehouse identifies instituteThe second warehouse indicated can be the higher level warehouse in the first indicated warehouse of the first warehouse mark.The dispatching model in second warehouseEnclose may include first warehouse dispatching range.Here, which for example can be large area type warehouse.This firstWarehouse for example can be city warehouse at county level.
Step 202, the quantity in stock in the first warehouse and the above-mentioned article of the same race in the second warehouse is obtained.
In the present embodiment, above-mentioned same in available above-mentioned first warehouse of above-mentioned electronic equipment and above-mentioned second warehouseThe quantity in stock of kind article.Wherein, above-mentioned electronic equipment can obtain the quantity in stock from the server that telecommunication connects, can also be withThe quantity in stock locally is obtained, the present embodiment does not do any restriction to content in this respect.
Step 203, based on being directed to included by the order to be dispensed in acquired quantity in stock and order set to be dispensedThe demand of above-mentioned article of the same race, in the first warehouse and the second warehouse determine for dispense in order set to be dispensed wait matchThe warehouse of order is sent, and generates the correspondence relationship information for characterizing the corresponding relationship between the order to be dispensed and the warehouse.
In the present embodiment, above-mentioned electronic equipment can be based in acquired quantity in stock and above-mentioned order set to be dispensedOrder to be dispensed included by be directed to above-mentioned article of the same race demand, in above-mentioned first warehouse and above-mentioned second warehouse reallyDetermine the warehouse for dispensing the order to be dispensed in above-mentioned order set to be dispensed, and generate for characterize the order to be dispensed andThe correspondence relationship information of corresponding relationship between the warehouse.
As an example, above-mentioned electronic equipment can first be wrapped the order to be dispensed for any one order to be dispensedThe demand for above-mentioned article of the same race included the quantity in stock current with the above-mentioned article of the same race in above-mentioned first warehouse is comparedCompared with if the demand is less than the quantity in stock, above-mentioned first warehouse can be determined as being used to dispense this wait match by above-mentioned electronic equipmentSend the warehouse of order；Otherwise, above-mentioned electronic equipment can further by the demand with it is above-mentioned of the same race in above-mentioned second warehouseThe current quantity in stock of article is compared, if the demand is less than the quantity in stock, above-mentioned electronic equipment can be by above-mentioned second storehouseLibrary is determined as the warehouse for dispensing the order to be dispensed.
It should be pointed out that order to be dispensed can have order note identification.For for characterizing order and warehouse to be dispensedBetween corresponding relationship correspondence relationship information, which for example may include the order note identification of the order to be dispensedWith the warehouse mark (such as above-mentioned first warehouse mark or above-mentioned second warehouse mark) in the warehouse.
In some optional implementations of the present embodiment, above-mentioned first warehouse mark and above-mentioned second warehouse mark canTo be respectively provided with corresponding distribution cost.Above-mentioned electronic equipment can also be above-mentioned for dispensing to determine by executing following stepsThe warehouse of order to be dispensed in order set to be dispensed:
Firstly, the above-mentioned available sample set of electronic equipment.Wherein, the sample set can be used for characterize from it is current whenThe demand status of above-mentioned article of the same race is directed in the certain period of time carved, sample may include that order volume and the order volume are orderedThe first demand for above-mentioned article of the same race singly respectively included.Here, which it is pre- to can be above-mentioned electronic equipmentIt first generates, is also possible to the server connecting with above-mentioned electronic equipment telecommunication generation.It should be pointed out that above-mentioned theOne warehouse and above-mentioned second warehouse can have identical replenishment cycle.The finish time of above-mentioned first time period for example can beAt the beginning of next replenishment cycle.
Then, above-mentioned electronic equipment can be based on to be dispensed in acquired quantity in stock, above-mentioned order set to be dispensedIncluded by order for the demand of above-mentioned article of the same race, above-mentioned first warehouse and above-mentioned second warehouse distribution cost and onSample set is stated, determination is to be dispensed in order set to be dispensed for dispensing in above-mentioned first warehouse and above-mentioned second warehouseThe warehouse of order.In this way, the reasonability in identified warehouse can be improved, and then can contribute to reduce total distribution cost.
It should be pointed out that above-mentioned electronic equipment can will be in acquired quantity in stock, above-mentioned order set to be dispensedIncluded by order to be dispensed for the demand of above-mentioned article of the same race, above-mentioned first warehouse and above-mentioned second warehouse dispatching atThis and above-mentioned sample set input preset warehouse location model, obtain warehouse positioning result.Wherein, which canTo include the warehouse mark in the warehouse for dispensing the order to be dispensed in above-mentioned order set to be dispensed oriented.Here,Warehouse location model can be used for characterizing the corresponding relationship of input information and warehouse positioning result.Inputting information may include wait matchSend the demand, corresponding with the order set to be dispensed included by the order to be dispensed in order set for article of the same raceThe distribution cost in the warehouse that the first warehouse mark and the second warehouse mark indicate respectively and the inventory for the article of the same race storedAmount and sample set relevant to the isoplassont product.Here, which can be technical staff and is based on to a large amount ofInput information and warehouse positioning result statistics and pre-establish, be stored with multiple input information and warehouse positioning resultThe mapping table of corresponding relationship；It is also possible to technical staff and presets and store supreme based on the statistics to mass dataState it is in electronic equipment, to input information in one or more numerical value carry out numerical value calculate with obtain for characterize warehouse positioningAs a result the calculation formula of calculated result.
In some optional implementations of the present embodiment, above-mentioned electronic equipment can also be obtained by executing following stepsTake above-mentioned sample set:
Firstly, above-mentioned electronic equipment is available pre-generated to be directed to above-mentioned article of the same race in above-mentioned certain period of timeOrder duration set.Wherein, which can be what above-mentioned electronic equipment was predicted in advance based on preset algorithm,It can be what the server connecting with above-mentioned electronic equipment telecommunication predicted in advance, the present embodiment does not do content in this respectAny restriction.
Then, the available first demand duration set of above-mentioned electronic equipment.Wherein, first in the first demand duration setDemand can have corresponding weighted value, first demand can be in order (such as History Order) for above-mentioned sameThe quantity required of kind article.
As an example, above-mentioned electronic equipment can generate above-mentioned first demand duration set by executing following steps: obtainingHistory Order set, wherein History Order may include the purchase volume for above-mentioned article of the same race；From the History Order setHistory Order in extract purchase volume for above-mentioned article of the same race, generate purchase duration set；For in the purchase duration setEach purchase volume, the number and above-mentioned history which is occurred in the History Order in above-mentioned History Order set orderThe ratio of the total number of the included History Order of single set is set as the weighted value of the purchase volume；It will be in the purchase duration setPurchase volume generates the first demand duration set as the first demand.It should be pointed out that above-mentioned History Order set can be preparatoryIt is stored in the server that above-mentioned electronic equipment is local or connect with above-mentioned electronic equipment telecommunication.
Finally, above-mentioned electronic equipment can use joint probability distribution, needed based on the above order duration set and above-mentioned firstDuration set is sought, above-mentioned sample set is generated.Here, above-mentioned electronic equipment can be first sampled in the above order duration set,Obtain the first order duration set.For each order volume in the first order duration set, above-mentioned electronic equipment can use connectionIt closes probability distribution to sample out from above-mentioned first demand duration set the order volume the first demand, by the order volume and sample outThe order volume the first demand generate sample.Each sample generated can be generated sample set by above-mentioned electronic equipmentIt closes.
It should be noted that joint probability distribution abbreviation Joint Distribution, is the random of two or more stochastic variable compositionThe probability distribution of vector.According to the difference of stochastic variable, the representation of joint probability distribution is also different.It is random for discrete typeVariable, joint probability distribution can indicate in the form of a list, can also be indicated in the form of function；Continuous type is become at randomAmount, joint probability distribution can pass through the integral representation of a nonnegative function.
Step 204, correspondence relationship information generated is exported.
In the present embodiment, for above-mentioned electronic equipment after generating above-mentioned correspondence relationship information, above-mentioned electronic equipment can be defeatedAbove-mentioned correspondence relationship information out.Such as above-mentioned correspondence relationship information is exported to above-mentioned first warehouse and above-mentioned second warehouse differenceThe terminal device of configuration.In this way, the personnel for browsing to the correspondence relationship information can be made by exporting the correspondence relationship informationSolve which warehouse needs to dispense which order to be dispensed, can in order to storehouse management, also contribute to reduce total dispatching atThis, shortens client and is averaged distribution time.
Optionally, if there is the to be dispensed of corresponding different warehouses in order set to be dispensed acquired in above-mentioned electronic equipmentAbove-mentioned correspondence relationship information can be exported the terminal device configured to corresponding warehouse by order, above-mentioned electronic equipment.AsExample, the order set to be dispensed include order A to be dispensed and order B to be dispensed.Wherein, order A opposite depot S1 to be dispensed,Order B opposite depot S2 to be dispensed.Above-mentioned electronic equipment can will correspondence relationship information corresponding with order A to be dispensed export toThe terminal device that warehouse S1 is configured, and correspondence relationship information corresponding with order B to be dispensed is exported to warehouse S2 and is configuredTerminal device.
With continued reference to the schematic diagram that Fig. 3, Fig. 3 are according to the application scenarios of the information output method of the present embodiment.?In the application scenarios of Fig. 3, server 301 can locally obtain order set 302 to be dispensed first, wherein order collection to be dispensedClosing 302 includes order 3021,3022 to be dispensed；Order to be dispensed in order set 302 to be dispensed includes the need for article AThere is corresponding first warehouse mark and the second warehouse to identify for the amount of asking, order set 302 to be dispensed, indicated by the second warehouse markThe second warehouse be large area type warehouse, the first indicated warehouse of the first warehouse mark is the junior storehouse in second warehouseLibrary, i.e. city warehouse at county level.Then, server 301 can locally obtain 303 He of quantity in stock of the article A in above-mentioned first warehouseThe quantity in stock 304 of article A in above-mentioned second warehouse.Later, server 301 can be based on quantity in stock 303,304 and to be dispensedIt is directed to the demand of article A included by order 3021,3022, determines to use in above-mentioned first warehouse and above-mentioned second warehouseIn the warehouse of dispatching order 3021,3022 to be dispensed, and generate correspondence relationship information 305, wherein correspondence relationship information 305 canWith include mark to B and mark to C, identifying may include the order note identification of order 3021 to be dispensed to B and identified is used forDispense the warehouse mark in the warehouse of order 3021 to be dispensed；Identify to C may include order 3022 to be dispensed order note identification andThe identified warehouse mark for dispensing the warehouse of order 3022 to be dispensed.Finally, server 301 can believe corresponding relationshipThe terminal device 307 that the terminal device 306 and above-mentioned second warehouse that 305 output of breath to above-mentioned first warehouse is configured are configured.
The method provided by the above embodiment of the application is effectively utilized to for dispensing in above-mentioned order set to be dispensedOrder to be dispensed warehouse determination, realize be imbued with targetedly information generation.
With further reference to Fig. 4, it illustrates the processes 400 of another embodiment of information output method.Information outputThe process 400 of method, comprising the following steps:
Step 401, order set to be dispensed is obtained.
In the present embodiment, the electronic equipment (such as server 105 shown in FIG. 1) that information goes out that method is run thereon canTo obtain order collection to be dispensed from the server connecting with its telecommunication by wired connection mode or radio connectionIt closes.Certainly, if above-mentioned electronic equipment is locally previously stored with the order set to be dispensed, above-mentioned electronic equipment can also be obtained locallyTake the order set to be dispensed.
It should be noted that the order to be dispensed in order set to be dispensed may include the demand for article of the same raceAmount.In addition, order set to be dispensed can have corresponding first warehouse mark and the second warehouse mark.First warehouse mark andSecond warehouse mark can be respectively provided with corresponding distribution cost.The second indicated warehouse of second warehouse mark can be firstThe higher level warehouse in the first indicated warehouse of warehouse mark.The dispatching range in second warehouse may include matching for first warehouseSend range.Here, which for example can be large area type warehouse.First warehouse for example can be city storehouse at county levelLibrary.
Step 402, the quantity in stock in the first warehouse and the above-mentioned article of the same race in the second warehouse is obtained.
In the present embodiment, above-mentioned same in available above-mentioned first warehouse of above-mentioned electronic equipment and above-mentioned second warehouseThe quantity in stock of kind article.Wherein, above-mentioned electronic equipment can obtain the quantity in stock from the server that telecommunication connects, can also be withThe quantity in stock locally is obtained, the present embodiment does not do any restriction to content in this respect.
Step 403, sample set is obtained.
In the present embodiment, the available sample set of above-mentioned electronic equipment.Wherein, which can be used for characterizingThe demand status of above-mentioned article of the same race is directed in certain period of time from current time.Sample may include order volume and this is orderedSingle the first demand for above-mentioned article of the same race measuring an order and respectively including.Here, for the acquisition side of the sample setMethod can refer to the description relevant to sample set of the step 203 in embodiment illustrated in fig. 2, and details are not described herein.
Step 404, using preset mathematical model, based in acquired quantity in stock, order set to be dispensed wait matchIt send included by order for the demand of above-mentioned article of the same race, the distribution cost and sample set in the first warehouse and the second warehouseIt closes, the warehouse for dispensing the order to be dispensed in order set to be dispensed is determined in the first warehouse and the second warehouse, and rawAt the correspondence relationship information for characterizing the corresponding relationship between the order to be dispensed and the warehouse.
In the present embodiment, above-mentioned electronic equipment can use preset mathematical model, based on acquired quantity in stock, onState included by the order to be dispensed in order set to be dispensed for the demand of above-mentioned article of the same race, above-mentioned first warehouse andThe distribution cost and above-mentioned sample set in above-mentioned second warehouse determine in above-mentioned first warehouse and above-mentioned second warehouse for matchingServe the warehouse for stating the order to be dispensed in order set to be dispensed, and generate for characterize the order to be dispensed and the warehouse itBetween corresponding relationship correspondence relationship information.Wherein, which can be used for by minimizing total distribution cost to determineDispense the warehouse of the order to be dispensed in above-mentioned order set to be dispensed.
As an example, above-mentioned electronic equipment can use following mathematical model in above-mentioned first warehouse and above-mentioned second warehouseMiddle determination is used to dispense the warehouse of the order to be dispensed in above-mentioned order set to be dispensed:
Wherein, i can indicate above-mentioned first warehouse or above-mentioned second warehouse.Q can indicate quantity in stock, qiIt can indicate storehouseThe quantity in stock of above-mentioned article of the same race in the i of library.J can indicate the order to be dispensed in above-mentioned order set to be dispensed, and d can be with tableShow demand, djIt can indicate the demand that above-mentioned article of the same race is directed to included by order j to be dispensed.S can indicate sample,N can indicate total sample number, and k can indicate for the natural number not less than 1 and no more than order volume included by sample s, wFirst demand, wskIt can indicate the first demand that above-mentioned article of the same race is directed to included by k-th of order in sample s.cIt can indicate distribution cost, ciOrder can be indicated in the distribution cost of warehouse i.xijAnd yiskIt can be the change that value is 0 or 1Amount.If xij=1, then it can indicate that order j to be dispensed is arranged at warehouse i and is dispensed.If yisk=1, then it can indicate sampleK-th of order in s is arranged at warehouse i and is dispensed.
It should be noted that the target of the mathematical model is to minimize total distribution cost.First aboutIt can indicate to arrange the result in warehouse that must not violate inventory's limitation.Above-mentioned electronic equipment can solve above-mentioned number by integer programmingModel is learned, specifies corresponding warehouse for each order to be dispensed.
In the present embodiment, for any one order to be dispensed and the identified storehouse for being used to dispense the order to be dispensedThe letter of the corresponding relationship for characterizing the corresponding relationship between the order to be dispensed and the warehouse can be generated in library, above-mentioned electronic equipmentBreath.For example, will be used to characterize whether the order to be dispensed to be arranged at the variable that the warehouse dispenses and the change solvedThe value of amount generates the correspondence relationship information for characterizing the corresponding relationship between the order to be dispensed and the warehouse.
Step 405, correspondence relationship information generated is exported.
In the present embodiment, above-mentioned electronic equipment can export correspondence relationship information generated.For example, by generatedCorrespondence relationship information exports the terminal device being respectively configured to above-mentioned first warehouse and above-mentioned second warehouse, or will be generatedCorrespondence relationship information exports the terminal device configured to corresponding warehouse.For example, above-mentioned order set to be dispensed includes wait matchSend order A and order B to be dispensed.Wherein, order A opposite depot S1 to be dispensed, order B opposite depot S2 to be dispensed, then it is above-mentionedCorrespondence relationship information corresponding with order A to be dispensed can be exported the terminal device configured to warehouse S1 by electronic equipment, willCorrespondence relationship information corresponding with order B to be dispensed exports the terminal device configured to warehouse S2.
Figure 4, it is seen that compared with the corresponding embodiment of Fig. 2, the process of the information output method in the present embodiment400 highlight the step determined using preset mathematical model for dispensing the warehouse of the order to be dispensed in order set to be dispensedSuddenly.The scheme of the present embodiment description can more reasonably determine the warehouse for dispensing order to be dispensed as a result, thus can be intoOne step helps to reduce total distribution cost, and shortens client and be averaged distribution time.
With further reference to Fig. 5, as the realization to method shown in above-mentioned each figure, this application provides a kind of outputs of information to fillThe one embodiment set, the Installation practice is corresponding with embodiment of the method shown in Fig. 2, which specifically can be applied to respectivelyIn kind electronic equipment.
As shown in figure 5, information output apparatus 500 shown in the present embodiment includes: that first acquisition unit 501, second obtainsUnit 502, generation unit 503 and output unit 504.Wherein, first acquisition unit 501 is configured to obtain order collection to be dispensedIt closes, wherein the order to be dispensed in above-mentioned order set to be dispensed includes the demand for article of the same race, above-mentioned to be dispensed to orderSingle set has corresponding first warehouse mark and the second warehouse mark, the second indicated warehouse of above-mentioned second warehouse markDispense the dispatching range that range includes the first indicated warehouse of above-mentioned first warehouse mark；The configuration of second acquisition unit 502 is usedIn the quantity in stock for obtaining the above-mentioned article of the same race in above-mentioned first warehouse and above-mentioned second warehouse；Generation unit 503 is configured toBased on the demand amount included by the order to be dispensed in above-mentioned quantity in stock and above-mentioned order set to be dispensed, above-mentioned firstIt is determined in warehouse and above-mentioned second warehouse for dispensing the warehouse of the order to be dispensed in above-mentioned order set to be dispensed, and generatedFor characterizing the correspondence relationship information of the corresponding relationship between the order to be dispensed and the warehouse；Output unit 504 is configured toExport correspondence relationship information generated.
In the present embodiment, in information output apparatus 500: first acquisition unit 501, generates list at second acquisition unit 502The specific processing of member 503 and output unit 504 and its brought technical effect can be respectively with reference to the steps in Fig. 2 corresponding embodimentRapid 201, step 202, the related description of step 203 and step 204, details are not described herein.
In some optional implementations of the present embodiment, above-mentioned first warehouse mark and above-mentioned second warehouse mark canTo be respectively provided with corresponding distribution cost；And above-mentioned generation unit 503 may include: to obtain subelement (not shown),It is configured to obtain sample set, wherein above-mentioned sample set can be used for characterizing in the certain period of time from current timeFor the demand status of above-mentioned article of the same race, sample may include order volume and what the above order amount order respectively included is directed toFirst demand of above-mentioned article of the same race；Determine subelement (not shown), be configured to based on above-mentioned quantity in stock, it is above-mentioned toThe demand amount, above-mentioned distribution cost and above-mentioned sample set included by the order to be dispensed in order set are dispensed, upperState the warehouse determined in the first warehouse and above-mentioned second warehouse for dispensing the order to be dispensed in above-mentioned order set to be dispensed.
In some optional implementations of the present embodiment, above-mentioned determining subelement can be further configured to: benefitWith preset mathematical model, based on above-mentioned included by the order to be dispensed in above-mentioned quantity in stock, above-mentioned order set to be dispensedDemand, above-mentioned distribution cost and above-mentioned sample set determine in above-mentioned first warehouse and above-mentioned second warehouse for dispensingThe warehouse of order to be dispensed in above-mentioned order set to be dispensed, wherein above-mentioned mathematical model is by minimizing total distribution costTo determine the warehouse for dispensing the order to be dispensed in above-mentioned order set to be dispensed.
In some optional implementations of the present embodiment, above-mentioned output unit can be further configured to: by instituteThe correspondence relationship information of generation exports the terminal device configured to corresponding warehouse.
In some optional implementations of the present embodiment, above-mentioned acquisition subelement may include: the first acquisition module(not shown) is configured to obtain the pre-generated order volume for being directed to above-mentioned article of the same race in above-mentioned certain period of timeSet；Second obtains module (not shown), is configured to obtain the first demand duration set, wherein above-mentioned first demandThe first demand in set can have corresponding weighted value, which is in order for above-mentioned article of the same raceQuantity required；Generation module (not shown), is configured to using joint probability distribution, based on the above order duration set andAbove-mentioned first demand duration set, generates above-mentioned sample set.
In some optional implementations of the present embodiment, above-mentioned second acquisition module can be further configured to:Obtain History Order set, wherein History Order may include the purchase volume for above-mentioned article of the same race；From above-mentioned History OrderThe purchase volume for above-mentioned article of the same race is extracted in History Order in set, generates purchase duration set；For above-mentioned purchaseEach purchase volume in duration set, the number which is occurred in the History Order in above-mentioned History Order set and upperThe ratio for stating the total number of History Order included by History Order set is set as the weighted value of the purchase volume；By above-mentioned purchasePurchase volume in duration set generates the first demand duration set as the first demand.
The device provided by the above embodiment of the application is effectively utilized to for dispensing in above-mentioned order set to be dispensedOrder to be dispensed warehouse determination, realize be imbued with targetedly information generation.
Below with reference to Fig. 6, it illustrates the computer systems 600 for the electronic equipment for being suitable for being used to realize the embodiment of the present applicationStructural schematic diagram.Electronic equipment shown in Fig. 6 is only an example, function to the embodiment of the present application and should not use modelShroud carrys out any restrictions.
As shown in fig. 6, computer system 600 includes central processing unit (CPU) 601, it can be read-only according to being stored inProgram in memory (ROM) 602 or be loaded into the program in random access storage device (RAM) 603 from storage section 608 andExecute various movements appropriate and processing.In RAM 603, also it is stored with system 600 and operates required various programs and data.CPU 601, ROM 602 and RAM 603 are connected with each other by bus 604.Input/output (I/O) interface 605 is also connected to alwaysLine 604.
I/O interface 605 is connected to lower component: the importation 606 including keyboard, mouse etc.；It is penetrated including such as cathodeThe output par, c 607 of spool (CRT), liquid crystal display (LCD) etc. and loudspeaker etc.；Storage section 608 including hard disk etc.；And the communications portion 609 of the network interface card including LAN card, modem etc..Communications portion 609 via such as becauseThe network of spy's net executes communication process.Driver 610 is also connected to I/O interface 605 as needed.Detachable media 611, such asDisk, CD, magneto-optic disk, semiconductor memory etc. are mounted on as needed on driver 610, in order to read from thereonComputer program be mounted into storage section 608 as needed.
Particularly, in accordance with an embodiment of the present disclosure, it may be implemented as computer above with reference to the process of flow chart descriptionSoftware program.For example, embodiment of the disclosure includes a kind of computer program product comprising be carried on computer-readable mediumOn computer program, which includes the program code for method shown in execution flow chart.In such realityIt applies in example, which can be downloaded and installed from network by communications portion 609, and/or from detachable media611 are mounted.When the computer program is executed by central processing unit (CPU) 601, executes and limited in the system of the applicationAbove-mentioned function.
It should be noted that computer-readable medium shown in the application can be computer-readable signal media or meterCalculation machine readable storage medium storing program for executing either the two any combination.Computer readable storage medium for example can be --- but notBe limited to --- electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor system, device or device, or any above combination.MeterThe 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 wiresTaking formula computer disk, hard disk, random access storage device (RAM), read-only memory (ROM), erasable type may be programmed read-only storageDevice (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 this application, computer readable storage medium can be it is any include or storage journeyThe tangible medium of sequence, the program can be commanded execution system, device or device use or in connection.And at thisIn application, 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 unlimitedIn electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer canAny computer-readable medium other than storage medium is read, which can send, propagates or transmit and be used forBy the use of instruction execution system, device or device or program in connection.Include on computer-readable mediumProgram code can transmit with any suitable medium, including but not limited to: wireless, electric wire, optical cable, RF etc. are above-mentionedAny appropriate combination.
Flow chart and block diagram in attached drawing are illustrated according to the system of the various embodiments of the application, method and computer journeyThe architecture, function and operation in the cards of sequence product.In this regard, each box in flowchart or block diagram can generationA part of one module, program segment or code of table, a part of above-mentioned module, program segment or code include one or moreExecutable instruction for implementing the specified logical function.It should also be noted that in some implementations as replacements, institute in boxThe function of mark can also occur in a different order than that indicated in the drawings.For example, two boxes succeedingly indicated are practicalOn 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 wantsIt 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 ruleThe dedicated hardware based systems of fixed functions or operations is realized, or can use the group of specialized hardware and computer instructionIt closes to realize.
Being described in unit involved in the embodiment of the present application can be realized by way of software, can also be by hardThe mode of part is realized.Described unit also can be set in the processor, for example, can be described as: a kind of processor packetInclude first acquisition unit, second acquisition unit, generation unit and output unit.Wherein, the title of these units is in certain situationUnder do not constitute restriction to the unit itself, for example, first acquisition unit is also described as " obtaining order collection to be dispensedThe unit of conjunction ".
As on the other hand, present invention also provides a kind of computer-readable medium, which be can beIncluded in electronic equipment described in above-described embodiment；It is also possible to individualism, and without in the supplying electronic equipment.Above-mentioned computer-readable medium carries one or more program, when the electronics is set by one for said one or multiple programsIt is standby when executing so that the electronic equipment includes: to obtain order set to be dispensed, wherein in above-mentioned order set to be dispensed toDispatching order includes the demand for article of the same race, and above-mentioned order set to be dispensed has corresponding first warehouse mark and theTwo warehouses mark, the dispatching range in the second indicated warehouse of above-mentioned second warehouse mark include that above-mentioned first warehouse mark is signifiedThe dispatching range in the first warehouse shown；Obtain the inventory of the above-mentioned article of the same race in above-mentioned first warehouse and above-mentioned second warehouseAmount；Based on the demand amount included by the order to be dispensed in above-mentioned quantity in stock and above-mentioned order set to be dispensed, above-mentionedThe warehouse for dispensing the order to be dispensed in above-mentioned order set to be dispensed is determined in first warehouse and above-mentioned second warehouse, andGenerate the correspondence relationship information for characterizing the corresponding relationship between the order to be dispensed and the warehouse；Export correspondence generatedRelation information.
Above description is only the preferred embodiment of the application and the explanation to institute's application technology principle.Those skilled in the artMember is it should be appreciated that invention scope involved in the application, however it is not limited to technology made of the specific combination of above-mentioned technical characteristicScheme, while should also cover in the case where not departing from foregoing invention design, it is carried out by above-mentioned technical characteristic or its equivalent featureAny combination and the other technical solutions formed.Such as features described above has similar function with (but being not limited to) disclosed hereinCan technical characteristic replaced mutually and the technical solution that is formed.