CN112474403B - Autonomous package management method, device, medium and electronic equipment - Google Patents
Autonomous package management method, device, medium and electronic equipmentDownload PDFInfo
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B07—SEPARATING SOLIDS FROM SOLIDS; SORTING
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- B07C5/00—Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
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- B07C5/00—Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
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- B—PERFORMING OPERATIONS; TRANSPORTING
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- B07C5/00—Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
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- B07C5/00—Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
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Abstract
Description
Technical Field
The embodiment of the application relates to the technical field of logistics, in particular to a management method, a management device, a management medium and electronic equipment for autonomous packages.
Background
Since 2010, the ultra-high speed development of the e-commerce market in China has driven the rapid growth of the consignment industry at a rate of over 50%. Since 2017, new online shopping modes such as electric commerce market segmentation, multi-segment online shopping, live broadcast and the like are started, the redeligibility of the online shopping mode is not finished, and the online shopping mode is in the mass package era and is in the continuous market growth period. Although the consignment industry is the micro-profit industry, on the premise of firmly grasping the key factor of market share for overcoming the disadvantage, good benefits can be obtained by depending on the scale effect through process rationalization and management scientization.
The collection package operation, to the mail of same way, with the mail material object with collection package bag splendid attire, information and collection package binding in the point of posting or collection package point (county and city), collection package bag need not be torn open when through the transfer unit, looks a collection package and carries out bag tablet scanning with same mail, only carries out collection package bag and tears open an operation mode of tearing open, letter sorting and information reception until posting the unit.
The current industry collection package operation mainly depends on manual experience to maintain, does not have scientific data to support, and the inefficiency scheduling problem of calculation appears easily, seriously influences collection package efficiency, and the cost of labor is high.
Disclosure of Invention
The embodiment of the application provides a management method, device, medium and electronic equipment for autonomous packet collection, sorting times can be saved, packet collection efficiency can be improved, and labor cost can be reduced.
In a first aspect, an embodiment of the present application provides a method for managing an autonomic aggregation package, where the method includes:
acquiring basic information of the packages at a collecting network point, determining the packages of which the basic information accords with basic conditions as packages to be collected; the cable collecting network points belong to a cable collecting processing center, and the cable collecting processing center is used for collecting logistics of at least two cable collecting network points;
acquiring the route information of the parcels to be collected, and dividing the parcels to be collected which accord with the route condition of the parcel to be collected into a first set to be processed based on the route information;
and for each first to-be-processed set, determining a package collecting scheme of the current cable collecting network point according to package collecting constraint conditions.
In a second aspect, an embodiment of the present application provides an apparatus for managing an autonomous aggregated package, where the apparatus includes:
the package to be collected determining module is used for acquiring basic information of the package at the cable collecting network point, and determining the package of which the basic information meets basic conditions as the package to be collected; the cable collecting network points belong to a cable collecting processing center, and the cable collecting processing center is used for collecting logistics of at least two cable collecting network points;
the first to-be-processed set dividing module is used for acquiring the route information of the to-be-processed packages and dividing the to-be-processed packages which accord with the route condition of the to-be-processed packages into first to-be-processed sets on the basis of the route information;
and the first to-be-processed aggregate package scheme determining module is used for determining the package scheme of the current collecting network point for each first to-be-processed aggregate according to the package constraint condition.
In a third aspect, an embodiment of the present application provides a computer-readable storage medium, on which a computer program is stored, where the computer program, when executed by a processor, implements a method for managing an autonomic bundle as described in an embodiment of the present application.
In a fourth aspect, an embodiment of the present application provides an electronic device, which includes a memory, a processor, and a computer program stored in the memory and executable by the processor, where the processor implements a method for managing an autonomic package according to an embodiment of the present application when executing the computer program.
According to the technical scheme provided by the embodiment of the application, basic information of the packages is acquired at a collecting network point, and the packages of which the basic information meets basic conditions are determined as packages to be collected; the cable collecting network points belong to a cable collecting processing center, and the cable collecting processing center is used for collecting logistics of at least two cable collecting network points; acquiring the route information of the packages to be collected, and dividing the packages to be collected which accord with the route condition of the packages to be collected into a first set to be processed based on the route information; and for each first to-be-processed set, determining a package collecting scheme of the current cable collecting network point according to package collecting constraint conditions. By executing the technical scheme, the sorting times can be saved, the package collecting efficiency is improved, and the labor cost can be reduced.
Drawings
Fig. 1 is a flowchart of a method for managing an autonomic aggregation package according to an embodiment of the present application;
fig. 2 is a process schematic diagram of a management method for an autonomic aggregation package according to a second embodiment of the present application;
fig. 3 is a schematic structural diagram of a management apparatus for an autonomic aggregation package according to a third embodiment of the present application;
fig. 4 is a schematic structural diagram of an electronic device according to a fifth embodiment of the present application.
Detailed Description
The present application will be described in further detail with reference to the drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of the application and are not limiting of the application. It should be further noted that, for the convenience of description, only some of the structures associated with the present application are shown in the drawings, not all of them.
Before discussing exemplary embodiments in greater detail, it should be noted that some exemplary embodiments are described as processes or methods depicted as flowcharts. Although a flowchart may describe the steps as a sequential process, many of the steps can be performed in parallel, concurrently or simultaneously. In addition, the order of the steps may be rearranged. The process may be terminated when its operations are completed, but may have additional steps not included in the figure. The processes may correspond to methods, functions, procedures, subroutines, subprograms, and the like.
Example one
Fig. 1 is a flowchart of a management method for an autonomic aggregation package according to an embodiment of the present invention, where the present embodiment is applicable to a case of an aggregation package job, and the method may be executed by a management apparatus for an autonomic aggregation package according to an embodiment of the present invention, where the management apparatus may be implemented by software and/or hardware, and may be integrated in an electronic device for designing an aggregation package scheme.
As shown in fig. 1, the method for managing an autonomous aggregation packet includes:
s110, acquiring basic information of packages at a cable collecting network point, and determining the packages of which the basic information meets basic conditions as packages to be collected; the cable collecting network points belong to a cable collecting processing center, and the cable collecting processing center is used for collecting logistics of at least two cable collecting network points.
In this embodiment, the streamer nodes may be proxy points for streamer packages.
In this embodiment, the basic information of the package may be the weight, volume, material, etc. of the package. Wherein the material may be a substance constituting the envelope. For example, some packages are constructed of glass materials, while some packages are constructed of plastic materials.
In this embodiment, the base conditions may include the maximum weight, maximum volume, and material of the package, etc. It will be appreciated that some heavier weight, bulkier packages may not be suitable for disposal in a bag-in-bag format. And for some packages of fragile materials it is not an option to handle them in a bag.
In this embodiment, logistics may refer to a whole process of planning, implementing and managing raw materials, semi-finished products, finished products or related information from a production place of a commodity to a consumption place of the commodity through transportation, storage, distribution and the like at the lowest cost in order to meet the needs of customers. It can be understood that the streamer processing center is responsible for the logistics aggregation of at least two streamer nodes, i.e. the streamer nodes can aggregate packages to the streamer processing center in a logistics manner.
In this embodiment, basic information of packages is obtained at the collecting website, and when the basic information of the packages meets the basic condition, the packages can be determined as packages to be collected. When the basic information of the parcels does not meet the basic conditions, determining that the parcels are not transported in a bag collecting mode, and transporting the parcels in a conventional transportation mode. If the package is operated to the collecting processing center, then the package is delivered to the delivery processing center and finally reaches the delivery network point for delivering the package.
In this scheme, the mode of acquireing of the basic information of parcel can adopt through weighing and scanning platform to acquire its weight, and acquire its volume with laser scanning's mode, read the product type above the thing flow list again, acquire the material of article in the parcel. After obtaining the information, the information may be entered into package information. The information can be read out by scanning the freight note code of the package or inputting the freight note number of the package so as to judge whether the basic information of the commodity meets the basic conditions.
In the technical scheme, optionally, acquiring basic information of the package at a collecting website, determining the package of which the basic information meets basic conditions as a package to be collected, and including:
acquiring weight information, volume information and material information of the packages at a collecting network point;
and determining the packages of which the weight information, the volume information and the material information accord with the single package weight constraint condition, the single package volume constraint condition and the single package material constraint condition as the packages to be collected.
In this embodiment, the single wrap weight constraint may be that the single wrap weight cannot exceed a certain weight. For example, the single wrap weight cannot exceed 50 kg or 100 kg, etc.
In this embodiment, the single wrap volume constraint may be that the single wrap volume cannot exceed a certain value. For example, the volume of a single wrap cannot exceed 50 cubic meters or 100 cubic meters, etc.
In this embodiment, the constraint condition of the single wrapping material may be that the single wrapping material cannot be a fragile material. For example, the single wrapping material cannot be a glass material or a ceramic material.
Through restraining the basic information of the parcel to be collected, the requirement of the parcel collection can be met, and convenience and feasibility of actual use can be considered.
S120, obtaining the route information of the parcels to be collected, and dividing the parcels to be collected which accord with the route condition of the parcels to be collected into a first set to be processed based on the route information.
In this embodiment, the routing information may be package mailing routing points and routing processing centers. For example, routing information for a package may be from site a in area a to a B processing center to a c processing center in area B, through site d, and finally by delivery to complete the shipment of the package. The processing center here can be divided into provincial and city-county levels.
In this embodiment, the packet routing condition may be that the packet routing information is the same. I.e. the packages to be collected can be mailed to the same delivery site. For example, if the destination of the routing information of package to be aggregated 1 is the d-site in B area, the destination of the routing information of package to be aggregated 2 is the d-site in B area, and the destination of the routing information of package to be aggregated 3 is the e-site in C area, then packages to be aggregated 1 and 2 can be divided into the first set to be processed. Wherein, the first to-be-processed set can be composed of one or more to-be-set packages.
S130, determining a collecting scheme of the current collecting net point for each first to-be-processed set according to the collecting constraint condition.
In this embodiment, the bag constraint may include the mail volume, mail weight, and the like. It is understood that the bag constraint condition may be that the amount of mail in the bag should not be less than the minimum mail amount of the bag standard, the volume of mail in the bag should not be greater than the maximum volume of the bag standard, or the total weight of mail in the bag should not be greater than the maximum weight of the bag standard, etc.
In this embodiment, the package-by-package scheme may be a scheme designed for which mails each package has, where the package is collected, and the like.
It can be understood that after each first to-be-processed set is determined, a package scheme design is performed on each first to-be-processed set according to package constraint conditions, and a package scheme of the current cable collecting website is determined.
In this technical solution, optionally, the obtaining the route information of the to-be-collected package, and dividing the to-be-collected package meeting the route condition of the to-be-collected package into a first to-be-processed set based on the route information includes:
acquiring a delivery mechanism of the parcel to be collected; the delivery mechanism comprises a delivery site of the parcels to be collected and a delivery processing center to which the delivery site belongs;
dividing the parcels to be collected which are the same as the delivery network points into a first-level set to be processed based on the delivery mechanism;
correspondingly, for each first to-be-processed set, determining a package scheme of the current collecting network point according to package constraint conditions, wherein the package scheme comprises the following steps:
if the packages to be collected of the first-stage set to be processed meet the package constraint condition, outputting a package collection scheme;
if the parcels to be collected which do not meet the parcel collection constraint condition exist, dividing the unsatisfied parcels to be collected into a second-level first set to be processed based on that the delivery mechanisms are the same with the delivery processing center;
correspondingly, for each first to-be-processed set, determining a package collecting scheme of the current package collecting nodes according to package collecting constraint conditions, and further comprising the following steps of:
and if the packages to be collected of the second-level first set to be processed meet the package constraint condition, outputting a package collection scheme.
In this embodiment, the delivery authorities may include the delivery site for the packages to be collected and the delivery processing center to which the delivery site belongs. The delivery site can be directly used for delivering the packages, and one or more delivery sites are arranged below the delivery processing center and used for delivering the packages to the delivery sites and delivering the packages at the delivery sites.
It can be understood that parcels to be collected that are the same at the delivery site are divided into a first class of parcels to be processed. Then determining whether the first-stage first to-be-processed set meets a set package constraint condition, and if so, outputting a set package scheme; if the delivery processing center does not meet the requirements, the parcels to be processed which are the same with the delivery processing center are divided into second-level first collections to be processed, namely, the first collections to be processed which do not meet the parcel collection constraint conditions and are the same with the delivery processing center are divided into second-level first collections to be processed. And after the second-level first to-be-processed set is determined, judging whether packages to be collected of the second-level first to-be-processed set meet a set package constraint condition, and if so, outputting a set package scheme.
The parcels to be collected are divided into a first-stage first set to be processed and a second-stage first set to be processed, so that the parcel sorting times can be reduced, and the parcel collecting efficiency is improved.
In this technical solution, optionally, the method further includes:
taking the packages to be collected which do not meet the package constraint condition in the second-level first set to be processed as model input data;
inputting the model input data into a pre-trained set packet processing model;
and determining a collection package scheme of the packages to be collected, which does not meet the collection package constraint condition, in the second-level first collection to be processed according to the output result of the model.
In this embodiment, the package handling model may be a model for designing a package solution for a package to be packaged. Namely, the package-collecting processing model can replan the packages to be collected which do not meet the package-collecting constraint condition in the second-level first set to be processed, and determine a new package-collecting scheme so as to meet the goal of maximizing the package-collecting benefit.
By carrying out package collection scheme design on the packages to be collected which do not meet the package collection constraint condition in the second-level first set to be processed, the package collection scheme can be determined aiming at the packages to be collected under different conditions, the sorting times of the packages are reduced, and the package collection efficiency of the packages is improved.
In this technical solution, optionally, the pre-trained packet processing model includes an iteration number hyper-parameter and a maximum computation duration hyper-parameter;
the pre-trained set package processing model aims to achieve the minimum sorting times.
In this embodiment, the iteration number hyperparameter may be the number of iterations when the packet processing model determines the packet aggregation scheme. For example, the number of iterations may be 3 or 5.
In this embodiment, the maximum computation time length over-parameter may be the time length of iteration when the packet processing model determines the packet aggregation scheme. For example, the iteration time may be 3 minutes, 5 minutes, or the like.
In this embodiment, when a pre-trained package processing model is used to determine a package collecting scheme for packages to be collected which do not satisfy the package collecting constraint condition in the two-stage first collection to be processed, not only the iteration time hyperparameter and the maximum computation time hyperparameter need to be satisfied, but also the determined package collecting scheme has the least sorting times. For example, when the iteration number over-parameter and the maximum computation time length over-parameter are satisfied, the target sorting frequency in the packet collection scheme determined by the packet collection processing model may be 4 times or 5 times, and then the target sorting frequency in the finally determined packet collection scheme is 4 times, that is, the computation target satisfying the packet collection processing model is the minimum sorting frequency.
Parameter constraint is carried out on the collection package processing model, a collection package scheme can be determined more quickly, and collection package efficiency is improved.
In this technical solution, optionally, the bale constraint conditions include a maximum bale weight, a maximum bale volume, and a minimum bale wrapping number.
Wherein, the maximum weight of the collecting bag can be 100 kilograms or 200 kilograms. The maximum weight of each parcel to be collected cannot exceed the maximum weight of the parcel.
Wherein the maximum volume can be 10 cubic meters or 50 cubic meters. The maximum volume of each parcel to be collected cannot exceed the maximum volume of the parcel.
The minimum package number of the collecting bag can be 100 or 1000. The number of pieces of mail per parcel to be collected needs to exceed the minimum number of parcels.
By determining the set package constraint conditions, each first set to be processed can be constrained, the requirements of the set package can be met, and convenience and feasibility of actual use can be considered.
According to the technical scheme provided by the embodiment of the application, basic information of packages is acquired at a cable collecting network point, and the packages of which the basic information meets basic conditions are determined as packages to be collected; the cable collecting network points belong to a cable collecting processing center, and the cable collecting processing center is used for collecting logistics of at least two cable collecting network points; acquiring route information of packages to be collected, and dividing the packages to be collected which accord with the route condition of the packages to be collected into a first set to be processed based on the route information; and for each first to-be-processed set, determining a package collecting scheme of the current cable collecting network point according to package collecting constraint conditions. By executing the technical scheme, the sorting times can be saved, the package collecting efficiency is improved, and the labor cost can be reduced.
Example two
Fig. 2 is a schematic diagram of an information pushing process in the second embodiment of the present invention, and the second embodiment is further optimized based on the first embodiment. The concrete optimization is as follows: after determining the package scheme of the current blanket net point according to the package constraint condition, the method further comprises the following steps: collecting unconcentrated packages which are in charge of the cable collecting processing center and meet basic conditions of each cable collecting network point at the cable collecting processing center to which the current cable collecting network point belongs; acquiring the non-aggregated package path information, and dividing non-aggregated packages which accord with the aggregated package path condition into a second to-be-processed set based on the path information; and for each second set to be processed, determining a set package scheme of the current cable collecting processing center according to the set package constraint conditions. The details which are not described in detail in this embodiment are shown in the first embodiment. As shown in fig. 2, the method comprises the steps of:
s210, acquiring basic information of packages at a cable collecting network point, and determining the packages of which the basic information meets basic conditions as packages to be collected; the cable collecting network points belong to a cable collecting processing center, and the cable collecting processing center is used for collecting logistics of at least two cable collecting network points.
S220, obtaining the route information of the to-be-collected packages, and dividing the to-be-collected packages which accord with the route condition of the to-be-collected packages into a first to-be-processed set based on the route information.
And S230, determining a collecting package scheme of the current collecting net point for each first to-be-processed collection according to the collecting package constraint condition.
S240, collecting the unconcentrated packages which are in charge of the cable collecting processing center and meet the basic conditions of each cable collecting network point at the cable collecting processing center to which the current cable collecting network point belongs.
Wherein an unconverged package may be a package that meets the base conditions but does not meet the routing conditions of the aggregated packages. It can be understood that the non-aggregated packages meet the basic condition and can be subjected to aggregated package processing, but the route information of the non-aggregated packages is complex and does not meet the aggregated package route condition. For example, the route information of the unconcentrated packet 1 is the d-site in the area a, the route information of the unconcentrated packet 2 is the e-site in the area B, and the route information of the unconcentrated packet 3 is the f-site in the area C, and these three unconcentrated packet route information are different and do not meet the concentrated packet route condition.
In this embodiment, one or more blanket websites are provided under the blanket processing center. It can be understood that each of the cable collecting network points can collect the non-packaged packages into a cable collecting processing center for processing.
S250, obtaining the route information of the non-collective packages, and dividing the non-collective packages which accord with the collective package route condition into a second to-be-processed set based on the route information.
In this embodiment, the collecting processing center collects the unconcentrated packages of each collecting node, acquires the route information of each unconcentrated package, determines the unconcentrated packages of which the route information conforms to the route condition of the collective package, and divides the unconcentrated packages into the second to-be-processed sets. For example, the gather processing center aggregates the unconcentrated packages of the gather nodes 1 and 2. The route information of the non-collective package 1 in the collecting network points 1 is the d network points of the area A, and the route information of the non-collective package 2 is the f network points of the area B. The route information of the non-collective package 1 in the collecting network node 2 is the d network node of the area A, and the route information of the non-collective package 2 is the a network node of the area C. The route information of the non-collective packages 1 in the collecting network point 1 is the same as the route information of the non-collective packages 1 in the collecting network point 2, and the non-collective packages meeting the collective package route condition are divided into a second to-be-processed set if the non-collective packages meeting the collective package route condition are met.
And S260, determining a package scheme of the current cable collecting processing center for each second to-be-processed collection according to package constraint conditions.
It can be understood that after each second to-be-processed set is obtained, packages to be processed, which are the same as the delivery site, are divided into first-level second to-be-processed sets. Then determining whether the first-stage second to-be-processed set meets a set package constraint condition, and if so, outputting a set package scheme; if the delivery processing center does not meet the requirement, the packages to be processed which are the same with the delivery processing center are divided into second-level second sets to be processed, namely, the second sets to be processed which do not meet the constraint condition of the packages and are the same with the delivery processing center are divided into second-level second sets to be processed. And after the second-stage second to-be-processed set is determined, judging whether packages to be processed of the second-stage second to-be-processed set meet a package constraint condition, and if so, outputting a package scheme. And if the set package is not satisfied, the packages to be collected which do not satisfy the set package constraint condition in the second-stage second set to be processed are used as model input data and input into a pre-trained set package processing model for training, and a set package scheme of the packages to be collected which do not satisfy the set package constraint condition in the second-stage second set to be processed is obtained.
According to the technical scheme provided by the embodiment of the application, basic information of packages is acquired at a cable collecting network point, and the packages of which the basic information meets basic conditions are determined as packages to be collected; wherein, the cable collecting network points belong to a cable collecting processing center which is used for collecting logistics of at least two cable collecting network points; acquiring the route information of the packages to be collected, and dividing the packages to be collected which accord with the route condition of the packages to be collected into a first set to be processed based on the route information; and for each first to-be-processed set, determining a package collecting scheme of the current package collecting nodes according to package collecting constraint conditions. And for packages to be collected which do not accord with the routing conditions of the collection packet, the packages to be collected are divided into a second collection to be processed again, and the collection packet scheme is determined. By executing the technical scheme, the sorting times can be saved, the package collecting efficiency is improved, and the labor cost can be reduced.
EXAMPLE III
Fig. 3 is a schematic structural diagram of a management device for an autonomous aggregation packet according to a third embodiment of the present application, and as shown in fig. 3, the management device for an autonomous aggregation packet includes:
the parcel to be collected determiningmodule 310 is used for acquiring basic information of parcels at a collecting network point, and determining the parcels of which the basic information meets basic conditions as parcels to be collected; the cable collecting network points belong to a cable collecting processing center, and the cable collecting processing center is used for collecting logistics of at least two cable collecting network points;
a first to-be-processedset dividing module 320, configured to obtain the route information of the to-be-processed packages, and divide the to-be-processed packages meeting the route condition of the to-be-processed packages into a first to-be-processed set based on the route information;
the first to-be-processed aggregate packagescheme determining module 330 is configured to determine, for each first to-be-processed aggregate, a package scheme of a current package collecting node according to a package collecting constraint condition.
In this technical solution, optionally, the apparatus further includes:
the unconcentrated package determining module is used for collecting unconcentrated packages which are in charge of each cable collecting network point and meet basic conditions at a cable collecting processing center to which the current cable collecting network point belongs;
the second to-be-processed set dividing module is used for acquiring the route information of the non-set packages and dividing the non-set packages which accord with the route condition of the set packages into second to-be-processed sets based on the route information;
and the second to-be-processed collection package scheme determining module is used for determining the package scheme of the current cable collecting processing center according to the package constraint condition for each second to-be-processed collection.
In this technical solution, optionally, the first module for dividing a set to be processed 320 includes:
the delivery mechanism acquisition unit is used for acquiring the delivery mechanism of the parcel to be collected; the delivery mechanism comprises a delivery site of the parcel to be collected and a delivery processing center to which the delivery site belongs;
the first-level first to-be-processed set dividing unit is used for dividing the to-be-processed packages with the same delivery sites into first-level first to-be-processed sets based on the delivery mechanisms;
accordingly, thefirst module 330 for determining the aggregate packet scheme to be processed includes:
the first-stage first to-be-processed collection and package scheme determining unit is used for outputting a package scheme if packages to be collected of the first-stage first to-be-processed collection meet a package constraint condition;
the second-stage first to-be-processed set dividing unit is used for dividing unsatisfied parcels to be collected into second-stage first to-be-processed sets if the parcels to be collected do not meet the parcel collection constraint condition exist, and the unsatisfied parcels to be collected are identical to the delivery processing center on the basis of the delivery mechanism;
accordingly, the first to-be-processed aggregate packetscheme determining module 330 further includes:
and the second-level first to-be-processed collection package scheme determining unit is used for outputting a package scheme if the package to be processed of the second-level first to-be-processed collection meets the package constraint condition.
In this technical solution, optionally, the first to-be-processedset dividing module 320 further includes:
the model input data determining unit is used for taking the packages to be collected which do not meet the package constraint condition in the second-level first sets to be processed as model input data;
the model input data input unit is used for inputting the model input data into a pre-trained packet processing model;
and the collection and package scheme determining unit for the to-be-collected packages is used for determining the collection and package scheme of the to-be-collected packages which does not meet the collection and package constraint condition in the second-level first to-be-processed collection according to the output result of the model.
In this technical solution, optionally, the pre-trained packet processing model includes an iteration number hyper-parameter and a maximum computation duration hyper-parameter;
the pre-trained set package processing model aims to achieve the minimum sorting times.
In this technical solution, optionally, the bale constraint conditions include a maximum bale weight, a maximum bale volume, and a minimum bale wrapping number.
In this technical solution, optionally, themodule 310 for determining parcels to be collected includes:
the package information acquisition unit is used for acquiring weight information, volume information and material information of packages at the collecting network;
and the to-be-collected package determining unit is used for determining the packages of which the weight information, the volume information and the material information accord with the single package weight constraint condition, the single package volume constraint condition and the single package material constraint condition as to-be-collected packages.
The product can execute the method provided by the embodiment of the application, and has the corresponding functional modules and beneficial effects of the execution method.
Example four
A fourth embodiment of the present application further provides a storage medium containing computer-executable instructions, which when executed by a computer processor, perform a method for autonomic package management, the method comprising:
acquiring basic information of packages at a cable collecting network, and determining the packages of which the basic information meets basic conditions as packages to be collected; the cable collecting network points belong to a cable collecting processing center, and the cable collecting processing center is used for collecting logistics of at least two cable collecting network points;
acquiring the route information of the parcels to be collected, and dividing the parcels to be collected which accord with the route condition of the parcels to be collected into a first set to be processed based on the route information;
and for each first to-be-processed set, determining a package collecting scheme of the current cable collecting network point according to package collecting constraint conditions.
Storage media refers to any of various types of memory electronics or storage electronics. The term "storage medium" is intended to include: mounting media such as CD-ROM, floppy disk, or tape devices; computer system memory or random access memory such as DRAM, DDR RAM, SRAM, EDO RAM, lanbas (Rambus) RAM, etc.; non-volatile memory such as flash memory, magnetic media (e.g., hard disk or optical storage); registers or other similar types of memory elements, etc. The storage medium may also include other types of memory or combinations thereof. In addition, the storage medium may be located in the computer system in which the program is executed, or may be located in a different second computer system connected to the computer system through a network (such as the internet). The second computer system may provide the program instructions to the computer for execution. The term "storage medium" may include two or more storage media that may reside in different contexts (e.g., in different computer systems connected by a network). The storage medium may store program instructions (e.g., embodied as a computer program) that are executable by one or more processors.
Of course, the storage medium containing computer-executable instructions provided in this embodiment of the present application is not limited to the above-described management operation of the autonomous set packet, and may also perform related operations in the management method of the autonomous set packet provided in any embodiment of the present application.
EXAMPLE five
An embodiment of the present invention provides an electronic device, where the management apparatus of the autonomous system package provided in the embodiment of the present invention may be integrated into the electronic device, and the electronic device may be configured in a system or may be a device that performs part or all of functions in the system. Fig. 4 is a schematic structural diagram of an electronic device according to a fifth embodiment of the present application. As shown in fig. 4, the present embodiment provides anelectronic device 400, which includes: one ormore processors 420; thestorage device 410 is configured to store one or more programs, and when the one or more programs are executed by the one ormore processors 420, the one ormore processors 420 implement the method for managing an autonomic aggregation package provided in an embodiment of the present application, the method includes:
acquiring basic information of the packages at a collecting network point, determining the packages of which the basic information accords with basic conditions as packages to be collected; the cable collecting network points belong to a cable collecting processing center, and the cable collecting processing center is used for collecting logistics of at least two cable collecting network points;
acquiring the route information of the parcels to be collected, and dividing the parcels to be collected which accord with the route condition of the parcel to be collected into a first set to be processed based on the route information;
and for each first to-be-processed set, determining a package collecting scheme of the current package collecting nodes according to package collecting constraint conditions.
Of course, those skilled in the art can understand that theprocessor 420 also implements the technical solution of the management method for the autonomous aggregation package provided in any embodiment of the present application.
Theelectronic device 400 shown in fig. 4 is only an example, and should not bring any limitation to the functions and the scope of use of the embodiments of the present application.
As shown in fig. 4, theelectronic device 400 includes aprocessor 420, astorage device 410, aninput device 430, and anoutput device 440; the number of theprocessors 420 in the electronic device may be one or more, and oneprocessor 420 is taken as an example in fig. 4; theprocessor 420, thestorage device 410, theinput device 430, and theoutput device 440 in the electronic apparatus may be connected by a bus or other means, and are exemplified by abus 450 in fig. 4.
Thestorage device 410 is a computer-readable storage medium, and can be used for storing software programs, computer-executable programs, and module units, such as program instructions corresponding to the management method of the autonomic set package in the embodiment of the present application.
Thestorage device 410 may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, an application program required for at least one function; the storage data area may store data created according to the use of the terminal, and the like. Further, thestorage 410 may include high speed random access memory, and may also include non-volatile memory, such as at least one magnetic disk storage device, flash memory device, or other non-volatile solid state storage device. In some examples,storage 410 may further include memory located remotely fromprocessor 420, which may be connected via a network. Examples of such networks include, but are not limited to, the internet, intranets, local area networks, mobile communication networks, and combinations thereof.
The input means 430 may be used to receive input numerals, character information, or voice information, and to generate key signal inputs related to user settings and function control of the electronic device. Theoutput device 440 may include a display screen, speakers, or other electronic equipment.
The electronic equipment provided by the embodiment of the application can save sorting times, improve the package collecting efficiency and reduce the labor cost.
The management device, medium, and electronic device for an autonomic aggregation package provided in the above embodiments may execute the management method for an autonomic aggregation package provided in any embodiment of the present application, and have corresponding functional modules and advantageous effects for executing the method. For technical details not described in detail in the above embodiments, reference may be made to a method for managing an autonomic aggregation package provided in any embodiment of the present application.
It is to be noted that the foregoing is only illustrative of the presently preferred embodiments and application of the principles of the present invention. Those skilled in the art will appreciate that the present application is not limited to the particular embodiments described herein, but is capable of many obvious modifications, rearrangements and substitutions without departing from the scope of the application. Therefore, although the present application has been described in more detail with reference to the above embodiments, the present application is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present application, and the scope of the present application is determined by the scope of the appended claims.
Claims (7)
1. A method for managing an autonomic bundle, comprising:
acquiring basic information of packages at a cable collecting network, and determining the packages of which the basic information meets basic conditions as packages to be collected; the cable collecting network points belong to a cable collecting processing center, and the cable collecting processing center is used for collecting logistics of at least two cable collecting network points;
acquiring the route information of the parcels to be collected, and dividing the parcels to be collected which accord with the route condition of the parcels to be collected into a first set to be processed based on the route information;
for each first to-be-processed set, determining a package collecting scheme of the current cable collecting network point according to package collecting constraint conditions;
after determining the package scheme of the current blanket net point according to the package constraint condition, the method further comprises the following steps:
collecting unconcentrated packages which are in charge of the cable collecting processing center and meet basic conditions of each cable collecting network point at the cable collecting processing center to which the current cable collecting network point belongs;
acquiring the route information of the unconcentrated packages, and dividing unconcentrated packages which accord with the route condition of the concentrated packages into a second to-be-processed set based on the route information;
for each second set to be processed, determining a set package scheme of the current cable collecting processing center according to set package constraint conditions;
acquiring the route information of the parcels to be collected, dividing the parcels to be collected which accord with the route condition of the parcels to be collected into a first set to be processed based on the route information, and comprising the following steps:
acquiring a delivery mechanism of the parcels to be collected; the delivery mechanism comprises a delivery site of the parcel to be collected and a delivery processing center to which the delivery site belongs;
dividing the parcels to be collected which are the same as the delivery network points into a first-level set to be processed based on the delivery mechanism;
correspondingly, for each first to-be-processed set, the package collecting scheme of the current package collecting nodes is determined according to package collecting constraint conditions, and the method comprises the following steps:
if the packages to be collected of the first-stage first set to be processed meet the package constraint condition, outputting a package collection scheme;
if the parcels to be collected which do not meet the bundle constraint condition exist, dividing the parcels to be collected which do not meet the requirement into a second-level first set to be processed based on that the parcels to be collected which are not met are the same to the delivery processing center by the delivery mechanism;
correspondingly, for each first to-be-processed set, determining a package scheme of the current collecting net point according to package constraint conditions, and further comprising:
if the packages to be collected of the second-level first set to be processed meet a package constraint condition, outputting a package collection scheme;
taking the packages to be collected which do not meet the package constraint condition in the second-level first set to be processed as model input data;
inputting the model input data into a pre-trained packet processing model;
and determining a package collecting scheme of the packages to be collected, which does not meet the package collecting constraint condition, in the second-level first set to be processed according to the output result of the model.
2. The method of claim 1, wherein the pre-trained bag processing model includes an iteration number over-parameter and a maximum computation time length over-parameter;
the pre-trained packet processing model aims to achieve the minimum sorting times.
3. The method of claim 1, wherein the bale constraints include a bale maximum weight, a bale maximum volume, and a bale minimum number of packages.
4. The method of claim 1, wherein the step of obtaining basic information of the package at a collecting website, and determining the package with the basic information meeting basic conditions as the package to be collected comprises:
acquiring weight information, volume information and material information of the package at a cable collecting network point;
and determining the packages of which the weight information, the volume information and the material information accord with the single package weight constraint condition, the single package volume constraint condition and the single package material constraint condition as the packages to be collected.
5. An autonomous aggregated packet management apparatus, comprising:
the parcel to be collected determining module is used for acquiring basic information of parcels at the collecting network point, determining the parcels of which the basic information accords with basic conditions as the parcels to be collected; the cable collecting network points belong to a cable collecting processing center, and the cable collecting processing center is used for collecting logistics of at least two cable collecting network points;
the first to-be-processed set dividing module is used for acquiring the route information of the to-be-processed packages and dividing the to-be-processed packages meeting the route condition of the to-be-processed packages into a first to-be-processed set based on the route information;
the first to-be-processed collection package scheme determining module is used for determining a package scheme of the current collecting network points for each first to-be-processed collection according to package constraint conditions;
the device further comprises:
the unconcentrated package determining module is used for collecting unconcentrated packages which are in charge of the cable collecting processing center and accord with basic conditions of the cable collecting network points at the cable collecting processing center to which the cable collecting network points belong;
the second to-be-processed set dividing module is used for acquiring the route information of the non-set packages and dividing the non-set packages which accord with the route condition of the set packages into second to-be-processed sets based on the route information;
the second to-be-processed aggregate package scheme determining module is used for determining the package scheme of the current cable collecting processing center according to the package constraint condition for each second to-be-processed aggregate;
the first to-be-processed set dividing module includes:
a delivery mechanism acquisition unit, configured to acquire a delivery mechanism of the package to be collected; the delivery mechanism comprises a delivery site of the parcel to be collected and a delivery processing center to which the delivery site belongs;
the first-level first to-be-processed set dividing unit is used for dividing the packages to be processed, which are same as the delivery nodes, into first-level first to-be-processed sets based on the delivery mechanisms;
the first module for determining the aggregate packet scheme to be processed includes:
the first-stage first to-be-processed collection and package scheme determining unit is used for outputting a package scheme if packages to be collected of the first-stage first to-be-processed collection meet a package constraint condition;
the second-stage first to-be-processed set dividing unit is used for dividing unsatisfied parcels to be processed into second-stage first to-be-processed sets if the parcels to be processed which do not meet the set package constraint condition exist, and the unsatisfied parcels to be processed are identical to the delivery processing center based on the delivery mechanism;
the first module for determining the aggregate packet scheme to be processed further includes:
the second-level first to-be-processed collection package scheme determining unit is used for outputting a package scheme if packages to be collected of the second-level first to-be-processed collection meet package constraint conditions;
the first module for dividing the set to be processed further comprises:
the model input data determining unit is used for taking the packages to be collected which do not meet the package constraint condition in the second-level first sets to be processed as model input data;
the model input data input unit is used for inputting the model input data into a pre-trained set packet processing model;
and the package collecting scheme determining unit is used for determining the package collecting scheme of the packages to be collected, which does not meet the package collecting constraint condition, in the second-level first collection to be processed according to the output result of the model.
6. A computer-readable storage medium on which a computer program is stored, which program, when executed by a processor, implements the method of managing an autonomic package as recited in any of claims 1-4.
7. An electronic device comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor implements the method for autonomic package management as claimed in any of claims 1-4 when executing the computer program.
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| CN114282794A (en)* | 2021-12-21 | 2022-04-05 | 北京京东振世信息技术有限公司 | Method, device, equipment and storage medium for determining package information |
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