Logistics station recombination information generation method, apparatus and device, and readable medium

Abstract

The embodiment of the invention discloses a logistics station recombination information generation method and device, equipment and a readable medium. A specific embodiment of the method comprises the following steps: screening a preset logistics station information set to obtain a screened station information group; performing combination processing on each piece of screened site information in the screened site information group to generate a site recombination information set; performing a logistics simulation test on each piece of station recombination information in the station recombination information set to generate a simulation order fulfillment timeliness rate, and obtaining a simulation order fulfillment timeliness rate set; and sequencing the station reorganization information in the station reorganization information set by using the simulation order fulfillment timeliness rate set to generate a logistics station reorganization information sequence. According to the embodiment, the resource allocation of the merged sites is balanced. And furthermore, the order delivery efficiency of the combined surrounding stations is improved.

Description

Technical Field

[0001] Embodiments of the present disclosure relate to the field of computer technology, and in particular to methods, devices, equipment, and readable media for generating logistics site reorganization information. Background Art

[0002] The method for generating logistics site reorganization information is a technology for providing a plan for splitting or merging logistics sites. At present, when generating logistics site reorganization information, the method usually adopted is: manually screening according to the average daily order volume of the site to select the site whose average daily order volume is less than the threshold and can be merged into the surrounding sites, and simply formulate the order resource allocation plan (for example, distribution area division) of the site as the logistics site reorganization information.

[0003] However, the inventors have found that when the above method is used to generate logistics site reorganization information, the following technical problems often occur:

[0004] The order resources of the split site are not allocated in a fine-grained manner. After the resources of the split site are allocated to the surrounding sites, the resource allocation of the surrounding sites is unbalanced, thereby reducing the order delivery efficiency of the merged surrounding sites.

[0005] The above information disclosed in this Background section is only for enhancement of understanding of the background of the inventive concept and therefore it may contain information that does not form the prior art that is already known in this country to a person of ordinary skill in the art. Summary of the invention

[0006] The content of this disclosure is used to introduce concepts in a brief form, which will be described in detail in the detailed implementation section below. The content of this disclosure is not intended to identify the key features or essential features of the technical solution claimed for protection, nor is it intended to limit the scope of the technical solution claimed for protection.

[0007] Some embodiments of the present disclosure propose methods, devices, equipment and readable media for generating logistics site reorganization information to solve the technical problems mentioned in the above background technology section.

[0008] In a first aspect, some embodiments of the present disclosure provide a method for generating logistics site reorganization information, the method comprising: screening a preset logistics site information set to obtain a screened site information group; combining each screened site information in the above-mentioned screened site information group to generate a site reorganization information set; performing a logistics simulation test on each site reorganization information in the above-mentioned site reorganization information set to generate a simulated order fulfillment timeliness rate to obtain a simulated order fulfillment timeliness rate set; using the above-mentioned simulated order fulfillment timeliness rate set, sorting the site reorganization information in the above-mentioned site reorganization information set to generate a logistics site reorganization information sequence.

[0009] Optionally, the method further includes: sending the logistics site reorganization information sequence to a display terminal for display.

[0010] Optionally, each logistics site information in the above-mentioned logistics site information set includes a site production ratio; and the above-mentioned screening and processing of the preset logistics site information set to obtain a screened site information group includes: determining the logistics site information included in the above-mentioned logistics site information set whose site production ratio meets the preset production ratio condition as the screened site information, to obtain the screened site information group.

[0011] Optionally, each filtered site information in the above-mentioned filtered site information group includes: site address coordinates and a site historical order information set; and the above-mentioned combination processing of each filtered site information in the above-mentioned filtered site information group to generate a site reorganization information set includes: for each filtered site information in the above-mentioned filtered site information group, executing the following generation steps to generate site reorganization information: determining the filtered site information in the above-mentioned filtered site information group whose distance from the site address coordinates included in the above-mentioned filtered site information is within a preset range as target site information to obtain a target site information group; generating a site simulation operation information group set based on the above-mentioned target site information group and the site historical order information set included in the above-mentioned filtered site information; determining the site simulation operation information group in the above-mentioned site simulation operation information group set that meets the preset site turnover conditions as the site reorganization information.

[0012] Optionally, the above-mentioned generation of a site simulation operation information group set based on the above-mentioned target site information group and the site history order information set included in the above-mentioned filtered site information includes: based on the above-mentioned target site information group, allocating and processing each site history order information in the site history order information set included in the above-mentioned filtered site information to generate an allocated site information group set; determining the site simulation operation information corresponding to each post-allocated site information in each post-allocated site information group in the above-mentioned post-allocated site information group set to obtain the site simulation operation information group set.

[0013] Optionally, each site reorganization information in the above-mentioned site reorganization information set includes: a reorganized site distribution order information set and a reorganized site distribution area information; and the above-mentioned logistics simulation test is performed on each site reorganization information in the above-mentioned site reorganization information set to generate a simulated order fulfillment timeliness rate, including: based on preset order timeliness conditions, distribution path planning is performed for the distribution area corresponding to the reorganized site distribution area information included in the above-mentioned site reorganization information to obtain the reorganized site distribution path; based on the above-mentioned reorganized site distribution path, each reorganized site distribution order information in the reorganized site distribution order information set included in the above-mentioned reorganized site information is simulated for distribution processing to generate a simulated order fulfillment timeliness rate.

[0014] Optionally, the above-mentioned simulated order fulfillment timeliness rate set is used to sort the site reorganization information in the above-mentioned site reorganization information set to generate a logistics site reorganization information sequence, including: determining the simulated order fulfillment timeliness rate that meets the preset fulfillment timeliness rate condition in the above-mentioned simulated order fulfillment timeliness rate set and the corresponding site reorganization information as the post-test site reorganization information to obtain the post-test site reorganization information set; sorting each post-test site reorganization information in the above-mentioned post-test site reorganization information set to generate a logistics site reorganization information sequence.

[0015] In a second aspect, some embodiments of the present disclosure provide a logistics site reorganization information generating device, the device comprising: a screening processing unit, configured to screen and process a preset logistics site information set to obtain a screened site information group; a combination processing unit, configured to combine and process each screened site information in the above-mentioned screened site information group to generate a site reorganization information set; a simulation test unit, configured to perform a logistics simulation test on each site reorganization information in the above-mentioned site reorganization information set to generate a simulated order fulfillment timeliness rate to obtain a simulated order fulfillment timeliness rate set; a sorting processing unit, configured to use the above-mentioned simulated order fulfillment timeliness rate set to sort the site reorganization information in the above-mentioned site reorganization information set to generate a logistics site reorganization information sequence.

[0016] Optionally, the logistics site reorganization information generating device further includes a sending unit, and the sending unit is configured to: send the logistics site reorganization information sequence to a display terminal for display.

[0017] Optionally, each logistics site information in the above-mentioned logistics site information set includes a site production ratio; and the screening processing unit in the logistics site reorganization information generating device is further configured to: determine the logistics site information whose site production ratio included in the above-mentioned logistics site information set meets the preset production ratio condition as the screened site information, and obtain the screened site information group.

[0018] Optionally, each post-screening site information in the above-mentioned post-screening site information group includes: site address coordinates and a site historical order information set; and the combined processing unit in the logistics site reorganization information generating device is further configured to: for each post-screening site information in the above-mentioned post-screening site information group, perform the following generation steps to generate site reorganization information: determine the post-screening site information in the above-mentioned post-screening site information group whose distance from the site address coordinates included in the above-mentioned post-screening site information is within a preset range as target site information to obtain a target site information group; generate a site simulation operation information group set based on the above-mentioned target site information group and the site historical order information set included in the above-mentioned post-screening site information; determine the site simulation operation information group in the above-mentioned site simulation operation information group set that meets the preset site turnover conditions as the site reorganization information.

[0019] Optionally, the combination processing unit in the logistics site reorganization information generating device is further configured to: based on the above-mentioned target site information group, allocate and process each site historical order information in the site historical order information set included in the above-mentioned filtered site information to generate a set of allocated site information groups; determine the site simulation operation information corresponding to each post-allocation site information in each post-allocation site information group in the above-mentioned post-allocation site information group set to obtain a set of site simulation operation information groups.

[0020] Optionally, each site reorganization information in the above-mentioned site reorganization information set includes: a reorganized site distribution order information set and a reorganized site distribution area information; and the simulation test unit in the logistics site reorganization information generating device is further configured to: based on preset order timeliness conditions, perform distribution path planning for the distribution area corresponding to the reorganized site distribution area information included in the above-mentioned site reorganization information to obtain the reorganized site distribution path; based on the above-mentioned reorganized site distribution path, perform simulated distribution processing on each reorganized site distribution order information in the reorganized site distribution order information set included in the above-mentioned reorganized site information to generate a simulated order fulfillment timeliness rate.

[0021] Optionally, the sorting processing unit in the logistics site reorganization information generating device is further configured to: determine the simulated order fulfillment timeliness rate that meets the preset fulfillment timeliness rate condition in the above-mentioned simulated order fulfillment timeliness rate set and the corresponding site reorganization information as the post-test site reorganization information to obtain a post-test site reorganization information set; sort the individual post-test site reorganization information in the above-mentioned post-test site reorganization information set to generate a logistics site reorganization information sequence.

[0022] In a third aspect, some embodiments of the present disclosure provide an electronic device comprising: one or more processors; a storage device on which one or more programs are stored, and when the one or more programs are executed by the one or more processors, the one or more processors implement the method described in any implementation manner of the above-mentioned first aspect.

[0023] In a fourth aspect, some embodiments of the present disclosure provide a computer-readable medium having a computer program stored thereon, wherein when the program is executed by a processor, the method described in any implementation manner of the above-mentioned first aspect is implemented.

[0024] In a fifth aspect, some embodiments of the present disclosure provide a computer program product, including a computer program, which implements the method described in any implementation manner of the above-mentioned first aspect when executed by a processor.

[0025] The above-mentioned various embodiments of the present disclosure have the following beneficial effects: through the logistics site reorganization information generation method of some embodiments of the present disclosure, the order distribution efficiency of the merged surrounding sites can be improved. Specifically, the reason for the reduction in the order distribution efficiency of the merged surrounding sites is that the order resources of the split site are not allocated in a fine-grained manner, and after the resources of the split site are allocated to the surrounding sites, the resource allocation of the surrounding sites is unbalanced. Based on this, the logistics site reorganization information generation method of some embodiments of the present disclosure, first, the preset logistics site information set is screened to obtain a screened site information group. Through the screening process, the logistics sites that do not meet the split requirements can be removed. Then, each screened site information in the above-mentioned screened site information group is combined to generate a site reorganization information set. Through the combination process, it can be used to generate a resource allocation plan for allocating the resources of the split site to other surrounding sites, that is, site reorganization information. Afterwards, a logistics simulation test is performed on each site reorganization information in the above-mentioned site reorganization information set to generate a simulated order fulfillment timeliness rate, and a simulated order fulfillment timeliness rate set is obtained. By obtaining the simulated order fulfillment timeliness rate through simulation testing, the actual impact of different resource allocation schemes on the order delivery efficiency of surrounding sites can be controlled in a fine-grained manner. Finally, the above-mentioned simulated order fulfillment timeliness rate set is used to sort the site reorganization information in the above-mentioned site reorganization information set to generate a logistics site reorganization information sequence. Thus, each resource allocation scheme that meets the preset fulfillment timeliness rate condition can be sorted to generate a logistics site reorganization information sequence. In this way, it is convenient to select a reasonable order allocation scheme that ensures the order delivery efficiency of surrounding sites based on the sorted logistics site reorganization information. Thus, the fine-grained allocation of site split resources is realized. The resource allocation of the surrounding merged sites is balanced. In turn, the order delivery efficiency of the merged surrounding sites is improved. BRIEF DESCRIPTION OF THE DRAWINGS

[0026] The above and other features, advantages and aspects of the embodiments of the present disclosure will become more apparent with reference to the following detailed description in conjunction with the accompanying drawings. Throughout the accompanying drawings, the same or similar reference numerals represent the same or similar elements. It should be understood that the drawings are schematic and that components and elements are not necessarily drawn to scale.

[0027] Figure 1 is a schematic diagram of an application scenario of the method for generating logistics site reorganization information in some embodiments of the present disclosure;

[0028] Figure 2 is a flow chart of some embodiments of the method for generating logistics site reorganization information according to the present disclosure;

[0029] Figure 3 is a schematic diagram of a reorganized site distribution path in some embodiments of the method for generating logistics site reorganization information according to the present disclosure;

[0030] Figure 4 are flow charts of other embodiments of the method for generating logistics site reorganization information according to the present disclosure;

[0031] Figure 5 It is a schematic diagram of the structure of some embodiments of the logistics site reorganization information generation device according to the present disclosure;

[0032] Figure 6 It is a schematic diagram of the structure of an electronic device suitable for implementing some embodiments of the present disclosure. DETAILED DESCRIPTION

[0033] Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the present disclosure are shown in the accompanying drawings, it should be understood that the present disclosure can be implemented in various forms and should not be construed as being limited to the embodiments set forth herein. On the contrary, these embodiments are provided to provide a more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the present disclosure are only for exemplary purposes and are not intended to limit the scope of protection of the present disclosure.

[0034] It should also be noted that, for ease of description, only the parts related to the invention are shown in the drawings. In the absence of conflict, the embodiments and features in the embodiments of the present disclosure can be combined with each other.

[0035] It should be noted that the concepts such as "first" and "second" mentioned in the present disclosure are only used to distinguish different devices, modules or units, and are not used to limit the order or interdependence of the functions performed by these devices, modules or units.

[0036] It should be noted that the modifications of "one" and "plurality" mentioned in the present disclosure are illustrative rather than restrictive, and those skilled in the art should understand that unless otherwise clearly indicated in the context, it should be understood as "one or more".

[0037] The names of the messages or information exchanged between multiple devices in the embodiments of the present disclosure are only used for illustrative purposes and are not used to limit the scope of these messages or information.

[0038] With regard to the collection, storage, and use of user personal information (for example, user's historical order information) involved in this disclosure, before performing the corresponding operations, the relevant organizations or individuals shall fulfill their obligations, including conducting personal information security impact assessments, fulfilling the obligation to inform the personal information subject, obtaining the authorization and consent of the personal information subject in advance, and comply with the provisions of relevant laws and regulations.

[0039] The present disclosure will be described in detail below with reference to the accompanying drawings and in conjunction with embodiments.

[0040] Figure 1 It is a schematic diagram of an application scenario of the method for generating logistics site reorganization information in some embodiments of the present disclosure.

[0041] exist Figure 1 In the application scenario, first, the computing device 101 can filter and process the preset logistics site information set 102 to obtain the filtered site information group 103. For example, the logistics site information can be: [site a, average daily order volume: 100]. Then, the computing device 101 can combine and process the individual filtered site information in the above-mentioned filtered site information group 103 to generate a site reorganization information set 104. For example, the site reorganization information can be: [site a allocated to site b order volume: 50, site a allocated to site c order volume: 50]. Then, the computing device 101 can perform a logistics simulation test on each site reorganization information in the above-mentioned site reorganization information set 104 to generate a simulated order fulfillment timeliness rate and obtain a simulated order fulfillment timeliness rate set 105. Finally, the computing device 101 can use the above-mentioned simulated order fulfillment timeliness rate set 105 to sort the site reorganization information in the above-mentioned site reorganization information set 104 to generate a logistics site reorganization information sequence 106.

[0042] It should be noted that the computing device 101 can be hardware or software. When the computing device is hardware, it can be implemented as a distributed cluster consisting of multiple servers or terminal devices, or as a single server or a single terminal device. When the computing device is embodied as software, it can be installed in the hardware devices listed above. It can be implemented as multiple software or software modules for providing distributed services, or as a single software or software module. No specific limitation is made here.

[0043] It should be understood that Figure 1 The number of computing devices in the embodiment is only illustrative. Any number of computing devices may be provided according to implementation requirements.

[0044] Continue to refer Figure 2 , shows a process 200 of some embodiments of the method for generating logistics site reorganization information according to the present disclosure. The method for generating logistics site reorganization information includes the following steps:

[0045] Step 201, filter and process the preset logistics site information set to obtain a filtered site information group.

[0046] In some embodiments, the execution subject of the logistics site reorganization information generation method (such as Figure 1 The computing device 101 shown in the figure can filter and process the preset logistics site information set to obtain a filtered site information group. Among them, each logistics site information in the preset logistics site information set can be the site information of the actual logistics site stored in the database. The logistics site information may include information such as the site number, site address or the average daily order volume of the site. For example, the logistics site information may be: [site a, average daily order volume: 100]. Secondly, the logistics site information included in the logistics site information set whose average daily order volume is less than the preset order volume threshold (for example, 150) can be determined as the filtered site information. Here, each logistics site information can correspond to a logistics site.

[0047] In some optional implementations of some embodiments, each logistics site information in the above logistics site information set may also include a site production ratio. And the above execution subject screens the preset logistics site information set to obtain a screened site information group, which may include the following steps:

[0048] The logistics site information whose site production ratios meet the preset production ratio conditions included in the logistics site information set is determined as the filtered site information to obtain the filtered site information group. The site production ratio can be the ratio of site input to site income.

[0049] In practice, thresholds for parameters such as average daily order volume and site production ratio can also be set simultaneously to select sites that meet the conditions.

[0050] Step 202: Combining the various filtered site information in the filtered site information group to generate a site reorganization information set.

[0051] In some embodiments, the execution subject may combine and process each of the filtered site information in the filtered site information group to generate a site reorganization information set. For each of the filtered site information, the following steps may be performed to generate the site reorganization information:

[0052] The first step is to select the filtered site information in the same area as the filtered site information from the filtered site information group as the same area site information group. The same area means that the site addresses included in the filtered site information are in the same large area, for example, Fengtai District, Chaoyang District, etc.

[0053] In the second step, the daily average order quantity included in each of the above-mentioned filtered site information is randomly allocated to each of the same-area site information in the above-mentioned same-area site information group to generate a site reorganization information group. The random allocation may be multiple random allocations, and each allocation may allocate different orders to each of the same-area site information. Then, each of the allocated same-area site information may be determined as the site reorganization information. Thus, the site reorganization information group may be obtained.

[0054] In the third step, the site reorganization information in each site reorganization information group may be combined into a site reorganization information set.

[0055] In some optional implementations of some embodiments, each of the filtered site information in the filtered site information group may include: site address coordinates and a site historical order information set. And the execution subject combines and processes each of the filtered site information in the filtered site information group to generate a site reorganization information set, which may include the following steps:

[0056] For each post-screening site information in the post-screening site information group, the following generation steps are performed to generate site reorganization information:

[0057] In the first step, the filtered site information in the above-mentioned filtered site information group and the distance between the site address coordinates included in the above-mentioned filtered site information and the filtered site information within a preset range are determined as target site information to obtain the target site information group. Among them, the site address coordinates can be coordinates in the world coordinate system. The site historical order information set can be the order information of the site on a certain day or a certain period of time. Secondly, the distance between the site address coordinates is within a preset range (for example, 5 kilometers), which can indicate that the site distance is relatively close, and can be used to allocate the resources of the split site to the site.

[0058] The second step is to generate a site simulation operation information group set based on the target site information group and the site historical order information set included in the filtered site information. The site simulation operation information group set can be generated by a preset resource allocation algorithm.

[0059] As an example, the resource allocation algorithm may include, but is not limited to: Resource Allocation algorithm.

[0060] Optionally, the execution subject may further generate a site simulation operation information group set based on the target site information group and the site historical order information set included in the filtered site information through the following steps:

[0061] Step 1: Based on the above target site information group, the individual site historical order information in the site historical order information set included in the above filtered site information is allocated and processed to generate a set of allocated site information groups. Among them, the individual target site information in the target site information group can be arranged by an arrangement formula to obtain a set of arranged target site information groups. Here, each arranged target site information in each arranged target site information group can represent a site selection scheme. The sites and the number of sites selected by different site selection schemes can be different. Secondly, for each arranged target site information group, the allocated site information can be generated by the following steps to generate the allocated site information:

[0062] First, each site historical order information may be allocated to each arranged target site information in the arranged target site information group according to a preset ratio, wherein the allocation may be to add the site historical order information to the site historical order information included in the arranged target site information.

[0063] As an example, the preset allocation ratio may be an average distribution of the arranged target site information.

[0064] Then, the loss value corresponding to each assigned arranged target site information can be determined through a preset loss function.

[0065] As an example, the loss function may include, but is not limited to, at least one of the following: a maximum likelihood loss function, a normalized exponential function, a multi-classification loss function, and the like.

[0066] Afterwards, if the loss value is greater than the preset loss threshold, the allocation ratio of the site historical order information allocated to each arranged target site information in the arranged target site information group is adjusted to determine the loss value again. Wherein, if the loss value is greater than the preset loss threshold, it indicates that the allocation scheme is unreasonable.

[0067] Finally, if the loss value is less than or equal to the preset loss threshold, the allocation ratio of the site historical order information corresponding to the loss value can be determined as the site information after allocation.

[0068] Step 2, determining the site simulation operation information corresponding to each post-allocation site information in each post-allocation site information group in the above post-allocation site information group set, and obtaining the site simulation operation information group set. The site simulation operation information corresponding to each post-allocation site information can be determined by a preset simulation operation model. Here, the order information of the site can be input into the simulation operation model to generate the station turnover time as the site simulation operation information. In addition, the preset navigation interface can be called to determine the total delivery distance value between the address of each order and the site included in each post-allocation site information to add to the site simulation operation information.

[0069] Optionally, you can select the historical daily order volume, delivery vehicle number, delivery person, delivery start time, total order weight, and total order volume of a station as features, and use the daily station turnover time as label training to construct a training data set for training simulation operation models.

[0070] As an example, the simulation operation model may include but is not limited to at least one of the following: a support vector machine regression model, a multivariate linear regression model, and the like.

[0071] The third step is to determine the site simulation operation information group that meets the preset site turnover condition in the site simulation operation information group set as the site reorganization information. The preset site turnover condition may be: the site turnover time included in the site simulation operation information is less than the preset turnover time threshold.

[0072] Step 203, performing a logistics simulation test on each site reorganization information in the site reorganization information set to generate a simulated order fulfillment timeliness rate, and obtaining a simulated order fulfillment timeliness rate set.

[0073] In some embodiments, the execution entity may perform a logistics simulation test on each site reorganization information in the site reorganization information set to generate a simulated order fulfillment timeliness rate, and obtain a simulated order fulfillment timeliness rate set. Each site reorganization information may be input into a preset simulation test model to generate a simulated order fulfillment timeliness rate.

[0074] As an example, the simulation test model may include but is not limited to at least one of the following: a linear regression model, a ridge regression model, a partial least squares regression model, and the like.

[0075] In some optional implementations of some embodiments, each site reorganization information in the site reorganization information set may include: a reorganized site delivery order information set and reorganized site delivery area information. And the execution subject performs a logistics simulation test on each site reorganization information in the site reorganization information set to generate a simulated order fulfillment timeliness rate, which may include the following steps:

[0076] The first step is to plan the distribution path for the distribution area corresponding to the reorganized site distribution area information included in the above site reorganization information based on the preset order time condition, and obtain the distribution path of the reorganized site. Among them, each site reorganization information in the above site reorganization information set may include: a reorganized site distribution order information set and a reorganized site distribution area information. The order time condition may be an order delivery time interval (for example, 0-1 day), which indicates that the duration of order delivery should be within the order delivery time interval. The reorganized site distribution area information can represent the area that the reorganized site needs to distribute, including the original distribution area and the distribution area assigned to the site. Secondly, the order address of each reorganized site distribution order information in the distribution area can be planned through a preset path planning algorithm to obtain the reorganized site distribution path with the shortest total delivery time.

[0077] As an example, the delivery path planning may include but is not limited to at least one of the following: A-star algorithm, RRT (Rapidly-Exploring Random Tree, sampling-based path planning) algorithm, DWA (dynamic window approach, dynamic window path planning) algorithm, etc.

[0078] Optionally, the execution entity may also perform delivery route planning for the delivery area corresponding to the reorganized site delivery area information included in the site reorganization information through the following steps:

[0079] Step 1: determine the interest area of ​​each reorganized site delivery order information in the reorganized site delivery order information set to obtain an interest area identification group. The interest area can be an interest area of ​​the order address on the map. Each interest area identification can uniquely identify an interest area.

[0080] As an example, Figure 3 The reorganized site delivery path may be a route that starts from the site and sequentially reaches each AOI (Area of ​​Interest) in the delivery area (eg, 001 route area).

[0081] Step 2: For each ROI in the ROI group, a fulfillment time access window is set for the corresponding reorganized site delivery order information. The reorganized site delivery order information corresponding to the ROI may be order information whose delivery address is within the ROI. The fulfillment time access window for the reorganized site delivery order information may be the delivery time of the order. For example, the delivery time may be within 1 day, 2 days, etc.

[0082] Step three, based on the above-mentioned interest area identification group and the fulfillment time access window corresponding to each interest area identification, under the condition of the preset delivery speed, the path planning is carried out for each interest area to obtain the reorganized site delivery path. Among them, the maximization of the fulfillment time access window and the shortest total delivery time can be used as the objective function to solve the reorganized site delivery path. Maximizing the fulfillment time access window can be maximizing the number of orders delivered within the delivery time. The shortest total delivery time can be the shortest time required for the reorganized site delivery path. The preset delivery speed can be the preset average speed of the courier.

[0083] The second step is to simulate the delivery process of each reorganized site delivery order information in the reorganized site delivery order information set included in the reorganized site information based on the reorganized site delivery path to generate a simulated order fulfillment timeliness rate. In particular, the simulated delivery process of each reorganized site delivery order information in the reorganized site delivery order information set included in the reorganized site information can be performed through a preset simulation test model to generate a simulated order fulfillment timeliness rate.

[0084] As an example, the simulation test model may include but is not limited to at least one of the following: a VRP (Vehicle Routing Problem) model, a regression model, and the like.

[0085] Step 204, using the simulated order fulfillment timeliness rate set, sorting the site reorganization information in the site reorganization information set to generate a logistics site reorganization information sequence.

[0086] In some embodiments, the execution entity may use the simulated order fulfillment timeliness rate set to sort the site reorganization information in the site reorganization information set to generate a logistics site reorganization information sequence. The preset fulfillment timeliness rate condition may be that the simulated order fulfillment timeliness rate is greater than the preset fulfillment timeliness rate threshold. The sorting process may be to sort the site reorganization information that meets the conditions according to the simulated order fulfillment timeliness rate. Secondly, the sorted site reorganization information and the simulated order fulfillment timeliness rate may be determined as the logistics site reorganization information to obtain a logistics site reorganization information sequence.

[0087] Optionally, the execution entity may also send the logistics site reorganization information sequence to a display terminal for display.

[0088] The above-mentioned various embodiments of the present disclosure have the following beneficial effects: through the logistics site reorganization information generation method of some embodiments of the present disclosure, the order distribution efficiency of the merged surrounding sites can be improved. Specifically, the reason for the reduction in the order distribution efficiency of the merged surrounding sites is that the order resources of the split site are not allocated in a fine-grained manner, and after the resources of the split site are allocated to the surrounding sites, the resource allocation of the surrounding sites is unbalanced. Based on this, the logistics site reorganization information generation method of some embodiments of the present disclosure, first, the preset logistics site information set is screened to obtain a screened site information group. Through the screening process, the logistics sites that do not meet the split requirements can be removed. Then, each screened site information in the above-mentioned screened site information group is combined to generate a site reorganization information set. Through the combination process, it can be used to generate a resource allocation plan for allocating the resources of the split site to other surrounding sites, that is, site reorganization information. Afterwards, a logistics simulation test is performed on each site reorganization information in the above-mentioned site reorganization information set to generate a simulated order fulfillment timeliness rate, and a simulated order fulfillment timeliness rate set is obtained. By obtaining the simulated order fulfillment timeliness rate through simulation testing, the actual impact of different resource allocation schemes on the order delivery efficiency of surrounding sites can be controlled in a fine-grained manner. Finally, the above-mentioned simulated order fulfillment timeliness rate set is used to sort the site reorganization information in the above-mentioned site reorganization information set to generate a logistics site reorganization information sequence. Thus, each resource allocation scheme that meets the preset fulfillment timeliness rate condition can be sorted to generate a logistics site reorganization information sequence. In this way, it is convenient to select a reasonable order allocation scheme that ensures the order delivery efficiency of surrounding sites based on the sorted logistics site reorganization information. Thus, the fine-grained allocation of site split resources is realized. The resource allocation of the surrounding merged sites is balanced. In turn, the order delivery efficiency of the merged surrounding sites is improved.

[0089] Further references Figure 4 , which shows a process 400 of another embodiment of a method for generating logistics site reorganization information. The method for generating logistics site reorganization information includes the following steps:

[0090] Step 401, filter and process the preset logistics site information set to obtain a filtered site information group.

[0091] Step 402: Combining the various filtered site information in the filtered site information group to generate a site reorganization information set.

[0092] Step 403, performing a logistics simulation test on each site reorganization information in the site reorganization information set to generate a simulated order fulfillment timeliness rate, and obtaining a simulated order fulfillment timeliness rate set.

[0093] In some embodiments, the specific implementation of steps 401-403 and the technical effects brought about can be referred to Figure 2 The corresponding steps 201-203 in the embodiments are not described in detail here.

[0094] Step 404, the simulated order fulfillment timeliness rate set that meets the preset fulfillment timeliness rate condition and the corresponding site reorganization information are determined as the post-test site reorganization information to obtain the post-test site reorganization information set.

[0095] In some embodiments, the execution subject of the method for generating logistics site reorganization information may determine the simulated order fulfillment timeliness rate that meets the preset fulfillment timeliness rate condition and the corresponding site reorganization information in the above-mentioned simulated order fulfillment timeliness rate set as the post-test site reorganization information, and obtain the post-test site reorganization information set. Among them, the post-test site reorganization information may include at least one of the following: split site identification, merge site identification group, merge site allocation area and simulated order fulfillment timeliness rate, etc. Here, each post-test site reorganization information may represent an allocation plan for allocating the distribution area corresponding to a site to other sites after a site is split.

[0096] Step 405, sorting each post-test site reorganization information in the post-test site reorganization information set to generate a logistics site reorganization information sequence.

[0097] In some embodiments, the execution entity may sort the various post-test site reorganization information in the post-test site reorganization information set to generate a logistics site reorganization information sequence, wherein the sorting may be performed according to the magnitude of the simulated order fulfillment timeliness rate included in the post-test site reorganization information.

[0098] Optionally, the above-mentioned execution entity may also send the first logistics site reorganization information in the logistics site reorganization information sequence to the display terminal for display.

[0099] from Figure 4 It can be seen that Figure 2 Compared with the description of some corresponding embodiments, Figure 4 The process 400 of the data transmission method in some corresponding embodiments embodies the steps of generating and sorting the site reorganization information after the test. Therefore, the schemes described in these embodiments can further select logistics site reorganization information with balanced resource allocation. At the same time, through sorting, it is convenient to select an allocation scheme that is more suitable for site reorganization. Thereby, the order delivery efficiency of the surrounding sites after the merger is further avoided to be reduced.

[0100] Further references Figure 5As an implementation of the methods shown in the above figures, the present disclosure provides some embodiments of a logistics site reorganization information generation device, and these device embodiments are similar to Figure 2 Corresponding to the method embodiments shown, the device can be specifically applied to various electronic devices.

[0101] like Figure 5 As shown, the logistics site reorganization information generating device 500 of some embodiments includes: a screening processing unit 501, a combination processing unit 502, a simulation test unit 503 and a sorting processing unit 504. Among them, the screening processing unit 501 is configured to screen the preset logistics site information set to obtain a screened site information group; the combination processing unit 502 is configured to combine the various screened site information in the above-mentioned screened site information group to generate a site reorganization information set; the simulation test unit 503 is configured to perform a logistics simulation test on each site reorganization information in the above-mentioned site reorganization information set to generate a simulated order fulfillment timeliness rate and obtain a simulated order fulfillment timeliness rate set; the sorting processing unit 504 is configured to use the above-mentioned simulated order fulfillment timeliness rate set to sort the site reorganization information in the above-mentioned site reorganization information set to generate a logistics site reorganization information sequence.

[0102] In an optional implementation of some embodiments, the logistics site reorganization information generating device 500 further includes a sending unit, and the sending unit may be configured to: send the above-mentioned logistics site reorganization information sequence to a display terminal for display.

[0103] In an optional implementation of some embodiments, each logistics site information in the above logistics site information set may include a site production ratio. And the screening processing unit 501 in the logistics site reorganization information generating device 500 may be further configured to: determine the logistics site information whose site production ratio meets the preset production ratio condition included in the above logistics site information set as the screened site information, and obtain the screened site information group.

[0104] In an optional implementation of some embodiments, each of the above-mentioned post-screening site information in the post-screening site information group may include: site address coordinates and site historical order information set. And the combination processing unit 502 in the logistics site reorganization information generating device 500 may be further configured to: for each post-screening site information in the above-mentioned post-screening site information group, perform the following generation steps to generate site reorganization information: determine the post-screening site information in the above-mentioned post-screening site information group whose distance from the site address coordinates included in the above-mentioned post-screening site information is within a preset range as target site information, and obtain the target site information group; based on the above-mentioned target site information group and the site historical order information set included in the above-mentioned post-screening site information, generate a site simulation operation information group set; determine the site simulation operation information group in the above-mentioned site simulation operation information group set that meets the preset site turnover condition as the site reorganization information.

[0105] In an optional implementation of some embodiments, the combination processing unit 502 in the logistics site reorganization information generating device 500 may be further configured to: based on the above-mentioned target site information group, perform allocation processing on each site historical order information in the site historical order information set included in the above-mentioned filtered site information to generate an allocated site information group set; determine the site simulation operation information corresponding to each post-allocation site information in each post-allocation site information group in the above-mentioned post-allocation site information group set to obtain the site simulation operation information group set.

[0106] In an optional implementation of some embodiments, each site reorganization information in the site reorganization information set may include: a reorganized site delivery order information set and a reorganized site delivery area information. And the simulation test unit 503 in the logistics site reorganization information generating device 500 may be further configured to: based on a preset order timeliness condition, perform delivery path planning for the delivery area corresponding to the reorganized site delivery area information included in the site reorganization information to obtain a reorganized site delivery path; based on the reorganized site delivery path, perform simulated delivery processing on each reorganized site delivery order information in the reorganized site delivery order information set included in the reorganized site information to generate a simulated order fulfillment timeliness rate.

[0107] In an optional implementation of some embodiments, the sorting processing unit 504 in the logistics site reorganization information generating device 500 may be further configured to: determine the simulated order fulfillment timeliness rate that meets the preset fulfillment timeliness rate condition in the above-mentioned simulated order fulfillment timeliness rate set and the corresponding site reorganization information as the post-test site reorganization information to obtain a post-test site reorganization information set; sort the individual post-test site reorganization information in the above-mentioned post-test site reorganization information set to generate a logistics site reorganization information sequence.

[0108] It is understood that the units described in the device 500 are similar to those described in the reference Figure 2 Therefore, the operations, features and beneficial effects described above for the method are also applicable to the device 500 and the units included therein, and will not be described in detail here.

[0109] Reference below Figure 6 , which shows a structural schematic diagram of an electronic device 600 suitable for implementing some embodiments of the present disclosure. Figure 6 The electronic device shown is only an example and should not bring any limitation to the functions and scope of use of the embodiments of the present disclosure.

[0110] like Figure 6 As shown, the electronic device 600 may include a processing device (e.g., a central processing unit, a graphics processing unit, etc.) 601, which can perform various appropriate actions and processes according to a program stored in a read-only memory (ROM) 602 or a program loaded from a storage device 608 into a random access memory (RAM) 603. In the RAM 603, various programs and data required for the operation of the electronic device 600 are also stored. The processing device 601, the ROM 602, and the RAM 603 are connected to each other via a bus 604. An input / output (I / O) interface 605 is also connected to the bus 604.

[0111] Typically, the following devices may be connected to the I / O interface 605: an input device 606 including, for example, a touch screen, a touch pad, a keyboard, a mouse, a camera, a microphone, an accelerometer, a gyroscope, etc.; an output device 607 including, for example, a liquid crystal display (LCD), a speaker, a vibrator, etc.; and a communication device 609. The communication device 609 may allow the electronic device 600 to communicate with other devices wirelessly or by wire to exchange data. Figure 6 The electronic device 600 is shown with various devices, but it should be understood that it is not required to implement or possess all the devices shown. More or fewer devices may be implemented or possessed instead. Figure 6 Each block shown in the figure may represent one device, or may represent multiple devices as required.

[0112] In particular, according to some embodiments of the present disclosure, the process described above with reference to the flowchart can be implemented as a computer software program. For example, some embodiments of the present disclosure include a computer program product, which includes a computer program carried on a computer-readable medium, and the computer program includes a program code for executing the method shown in the flowchart. In some such embodiments, the computer program can be downloaded and installed from the network through the communication device 609, or installed from the storage device 608, or installed from the ROM 602. When the computer program is executed by the processing device 601, the above-mentioned functions defined in the method of some embodiments of the present disclosure are executed.

[0113] It should be noted that the computer-readable medium recorded in some embodiments of the present disclosure may be a computer-readable signal medium or a computer-readable storage medium or any combination of the above two. The computer-readable storage medium may be, for example, but not limited to, an electrical, magnetic, optical, electromagnetic, infrared, or semiconductor system, device or device, or any combination of the above. More specific examples of computer-readable storage media may include, but are not limited to: an electrical connection with one or more wires, a portable computer disk, a hard disk, a random access memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disk read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the above. In some embodiments of the present disclosure, a computer-readable storage medium may be any tangible medium containing or storing a program that can be used by or in combination with an instruction execution system, device or device. In some embodiments of the present disclosure, a computer-readable signal medium may include a data signal propagated in a baseband or as part of a carrier wave, which carries a computer-readable program code. This propagated data signal may take a variety of forms, including but not limited to electromagnetic signals, optical signals, or any suitable combination of the above. The computer readable signal medium may also be any computer readable medium other than a computer readable storage medium, which may send, propagate or transmit a program for use by or in conjunction with an instruction execution system, apparatus or device. The program code contained on the computer readable medium may be transmitted using any suitable medium, including but not limited to: wires, optical cables, RF (radio frequency), etc., or any suitable combination of the above.

[0114] In some embodiments, the client and the server may communicate using any currently known or future developed network protocol such as HTTP (HyperText Transfer Protocol), and may be interconnected with any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), an internet (e.g., the Internet), and a peer-to-peer network (e.g., an ad hoc peer-to-peer network), as well as any currently known or future developed network.

[0115] The computer-readable medium may be included in the electronic device; or it may exist independently without being assembled into the electronic device. The computer-readable medium carries one or more programs. When the one or more programs are executed by the electronic device, the electronic device: performs screening processing on the preset logistics site information set to obtain a screened site information group; performs combination processing on each screened site information in the screened site information group to generate a site reorganization information set; performs logistics simulation testing on each site reorganization information in the site reorganization information set to generate a simulated order fulfillment timeliness rate to obtain a simulated order fulfillment timeliness rate set; uses the simulated order fulfillment timeliness rate set to sort the site reorganization information in the site reorganization information set to generate a logistics site reorganization information sequence.

[0116] Computer program code for performing the operations of some embodiments of the present disclosure may be written in one or more programming languages ​​or a combination thereof, including object-oriented programming languages ​​such as Java, Smalltalk, C++, and conventional procedural programming languages ​​such as "C" or similar programming languages. The program code may be executed entirely on the user's computer, partially on the user's computer, as a separate software package, partially on the user's computer and partially on a remote computer, or entirely on a remote computer or server. In cases involving a remote computer, the remote computer may be connected to the user's computer via any type of network, including a local area network (LAN) or a wide area network (WAN), or may be connected to an external computer (e.g., via the Internet using an Internet service provider).

[0117] The flow chart and block diagram in the accompanying drawings illustrate the possible architecture, function and operation of the system, method and computer program product according to various embodiments of the present disclosure. In this regard, each square box in the flow chart or block diagram can represent a module, a program segment or a part of a code, and the module, the program segment or a part of the code contains one or more executable instructions for realizing the specified logical function. It should also be noted that in some implementations as replacements, the functions marked in the square box can also occur in a sequence different from that marked in the accompanying drawings. For example, two square boxes represented in succession can actually be executed substantially in parallel, and they can sometimes be executed in the opposite order, depending on the functions involved. It should also be noted that each square box in the block diagram and / or flow chart, and the combination of the square boxes in the block diagram and / or flow chart can be implemented with a dedicated hardware-based system that performs a specified function or operation, or can be implemented with a combination of dedicated hardware and computer instructions.

[0118] The units described in some embodiments of the present disclosure may be implemented by software or by hardware. The described units may also be provided in a processor, for example, may be described as: a processor including a screening processing unit, a combination processing unit, a simulation test unit, and a sorting processing unit. The names of these units do not, in some cases, constitute limitations on the units themselves, for example, the screening processing unit may also be described as a "unit for screening a preset logistics site information set".

[0119] The functions described above herein may be performed at least in part by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: field programmable gate arrays (FPGAs), application specific integrated circuits (ASICs), application specific standard products (ASSPs), systems on chips (SOCs), complex programmable logic devices (CPLDs), and the like.

Claims

1. A method for generating logistics site reorganization information, comprising: Screening and processing the preset logistics site information set to obtain a screened site information group; Combining and processing each post-screening site information in the post-screening site information group to generate a site reorganization information set; Performing a logistics simulation test on each site reorganization information in the site reorganization information set to generate a simulated order fulfillment timeliness rate, and obtaining a simulated order fulfillment timeliness rate set; The simulated order fulfillment timeliness rate set is used to sort the site reorganization information in the site reorganization information set to generate a logistics site reorganization information sequence.

2. The method according to claim 1, wherein: The method further comprises: The logistics site reorganization information sequence is sent to a display terminal for display.

3. The method according to claim 1, wherein: Each logistics site information in the logistics site information set includes a site production ratio; as well as The preset logistics site information set is screened to obtain a screened site information group, including: The logistics site information whose site production ratios meet preset production ratio conditions and are included in the logistics site information set is determined as the screened site information to obtain a screened site information group.

4. The method according to claim 1, wherein: Each of the filtered site information in the filtered site information group includes: site address coordinates and a site historical order information set; and The combining and processing each of the post-screening site information in the post-screening site information group to generate a site reorganization information set includes: For each post-screening site information in the post-screening site information group, the following generating steps are performed to generate site reorganization information: Determine the filtered site information in the filtered site information group whose distance from the site address coordinates included in the filtered site information is within a preset range as target site information, to obtain a target site information group; Generate a site simulation operation information group set based on the target site information group and the site historical order information set included in the filtered site information; The site simulation operation information group in the site simulation operation information group set that meets the preset site turnover condition is determined as the site reorganization information.

5. The method according to claim 4, wherein: The generating of the site simulation operation information set based on the target site information set and the site historical order information set included in the filtered site information includes: Based on the target site information group, allocating and processing each site historical order information in the site historical order information set included in the filtered site information to generate an allocated site information group set; The site simulation operation information corresponding to each post-allocation site information in each post-allocation site information group in the post-allocation site information group set is determined to obtain a site simulation operation information group set.

6. The method according to claim 1, wherein: Each site reorganization information in the site reorganization information set includes: a reorganized site delivery order information set and reorganized site delivery area information; and The performing of a logistics simulation test on each site reorganization information in the site reorganization information set to generate a simulated order fulfillment timeliness rate includes: Based on the preset order timeliness condition, a delivery path is planned for the delivery area corresponding to the reorganized site delivery area information included in the site reorganization information to obtain the reorganized site delivery path; Based on the reorganized site delivery path, simulated delivery processing is performed on each reorganized site delivery order information in the reorganized site delivery order information set included in the reorganized site information to generate a simulated order fulfillment timeliness rate.

7. The method according to claim 1, wherein: The using the simulated order fulfillment timeliness rate set to sort the site reorganization information in the site reorganization information set to generate a logistics site reorganization information sequence includes: Determine the simulated order fulfillment timeliness rate that meets the preset fulfillment timeliness rate condition and the corresponding site reorganization information in the simulated order fulfillment timeliness rate set as the post-test site reorganization information, and obtain the post-test site reorganization information set; The individual pieces of post-test site reorganization information in the post-test site reorganization information set are sorted to generate a logistics site reorganization information sequence.

8. A logistics site reorganization information generation device, comprising: A screening processing unit is configured to screen the preset logistics site information set to obtain a screened site information group; a combination processing unit configured to perform combination processing on each post-screening site information in the post-screening site information group to generate a site reorganization information set; A simulation test unit is configured to perform a logistics simulation test on each site reorganization information in the site reorganization information set to generate a simulated order fulfillment timeliness rate, and obtain a simulated order fulfillment timeliness rate set; The sorting processing unit is configured to use the simulated order fulfillment timeliness rate set to sort the site reorganization information in the site reorganization information set to generate a logistics site reorganization information sequence.

9. An electronic device, comprising: one or more processors; a storage device having one or more programs stored thereon, When the one or more programs are executed by the one or more processors, the one or more processors implement the method according to any one of claims 1 to 7.

10. A computer readable medium having a computer program stored thereon, wherein: When the program is executed by a processor, the method according to any one of claims 1 to 7 is implemented.

11. A computer program product, comprising a computer program, which, when executed by a processor, implements the method according to any one of claims 1 to 7.

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