TWM617701U - Electronic device of assigning service bank branch for store - Google Patents

Abstract

An electronic device of assigning a service bank branch for a store is provided. The data collection module of the electronic device obtains a plurality of store profiles, wherein the plurality of store profiles include a first store profile corresponding to the store. The match module determines whether the first store profile is matched with the store name. In response to the first store profile matching with the store name, the assign module assigns a first bank branch in the bank branch list corresponding to the service branch name to the store to generate an assignment result. In response to the first store profile not matching with the store name, selects a second bank branch from the bank branch list according to a genetic algorithm, and assigns the second bank branch to the store to generate the assignment result. The output module outputs the assignment result.

Description

Assign the electronic device of the service bank branch to the merchant

This disclosure relates to an electronic device for assigning service bank branches to merchants.

In order to expand the financial business, each branch of the bank often needs to discover new cooperative merchants on its own. Because different bank branches have different resource conditions, how to allocate the most suitable service bank branch for a cooperative merchant is one of the problems that need to be solved urgently in this field.

The present disclosure provides an electronic device for assigning service bank branches to merchants, which can automatically assign suitable service bank branches to multiple merchants.

An electronic device for assigning a service bank branch to a merchant in the present disclosure includes a processor, a storage medium, and a transceiver. The storage medium stores multiple modules, a list of merchants, and a list of bank branches, where the list of merchants includes the name of the merchant and the name of the service branch corresponding to the name of the merchant. The processor is coupled to the storage medium and the transceiver, and And access and execute multiple modules, including data collection modules, matching modules, assignment modules, and output modules. The data collection module obtains multiple business files through the transceiver, and the multiple business files include the first business file corresponding to the business. The matching module determines whether the first business file matches the business name. In response to the match between the first merchant file and the merchant name, the assignment module assigns the first bank branch corresponding to the service branch name in the bank branch list to the merchant to generate the assignment result, wherein the assignment module responds to the first merchant file and the merchant The names do not match, the second bank branch is selected from the bank branch list according to the genetic algorithm, and the second bank branch is assigned to the merchant to produce the assignment result. The output module outputs the assignment result through the transceiver.

In an embodiment of the present disclosure, the above-mentioned assignment module generates a parent body corresponding to the genetic algorithm based on a plurality of merchant files and a bank branch list, and assigns the second bank branch to the merchant based on the parent body.

In an embodiment of the present disclosure, the aforementioned maternal body includes a first chromosome, wherein the first chromosome includes a plurality of genes, and the assignment module respectively pairs a plurality of merchant files to a plurality of bank branches in the bank branch list to generate a plurality of bank branches. Genes.

In an embodiment of the present disclosure, the aforementioned parent includes a parent set, and the assignment module generates a child set according to the parent set, and performs mutations for the parent set and the child set to update the parent.

In an embodiment of the present disclosure, the above-mentioned assignment module selects the mother generation set from the parent body according to the roulette method, and performs mating on the mother generation set to generate the offspring set.

In an embodiment of the present disclosure, the above-mentioned assignment module follows the roulette method from Multiple chromosomes are selected from the mutated mother to renew the mother.

In an embodiment of the present disclosure, the above-mentioned assignment module assigns the second bank branch to the second bank branch in response to the matching of the gene of the chromosome with the highest fitness function value in the updated maternal body with the first merchant file and the second bank branch Business.

In an embodiment of the present disclosure, the above-mentioned assignment module performs mating according to a local corresponding mating method.

In an embodiment of the present disclosure, the fitness function of the above genetic algorithm is associated with at least one of the following: business location, bank branch location, bank branch human resources, and bank branch service business number.

Based on the above, the electronic device of the present disclosure can assign a suitable service bank branch to a merchant that does not yet have a correspondent branch based on a genetic algorithm.

100: electronic device

110: processor

120: storage media

121: Data Collection Module

122: matching module

123: Assign module

124: output module

130: Transceiver

S210, S220, S230, S240, S241, S242, S243, S244, S245, S246, S247, S250, S401, S402, S403, S404, S405, S406: steps

FIG. 1 illustrates a schematic diagram of an electronic device for assigning a service bank branch to a merchant according to an embodiment of the disclosure.

Fig. 2 shows a flowchart of a method for assigning a service bank branch to a merchant according to an embodiment of the disclosure.

FIG. 3 shows a detailed flowchart of step S240 according to an embodiment of the disclosure.

FIG. 4 illustrates a flowchart of a method for assigning a service bank branch to a merchant according to another embodiment of the disclosure.

In order to make the content of this disclosure more comprehensible, the following embodiments are specifically cited as examples on which this disclosure can indeed be implemented. In addition, wherever possible, elements/components/steps with the same reference numbers in the drawings and embodiments represent the same or similar components.

FIG. 1 illustrates a schematic diagram of an electronic device 100 for assigning a service bank branch to a merchant according to an embodiment of the disclosure. The electronic device 100 may include a processor 110, a storage medium 120 and a transceiver 130.

The processor 110 is, for example, a central processing unit (CPU), or other programmable general-purpose or special-purpose micro control unit (MCU), microprocessor, or digital signal processing Digital signal processor (DSP), programmable controller, application specific integrated circuit (ASIC), graphics processing unit (GPU), image signal processor (ISP) ), image processing unit (IPU), arithmetic logic unit (ALU), complex programmable logic device (CPLD), field programmable gate array , FPGA) or other similar components or a combination of the above components. The processor 110 may be coupled to the storage medium 120 and the transceiver 130, and access and execute multiple modules and various application programs stored in the storage medium 120.

The storage medium 120 is, for example, any type of fixed or removable random Machine access memory (random access memory, RAM), read-only memory (read-only memory, ROM), flash memory (flash memory), hard disk (hard disk drive, HDD), solid state drive (solid State drive (SSD) or similar components or a combination of the above components are used to store multiple modules or various application programs that can be executed by the processor 110. In this embodiment, the storage medium 120 can store multiple modules including a data collection module 121, a matching module 122, an assignment module 123, and an output module 124, the functions of which will be described later.

The transceiver 130 transmits and receives signals in a wireless or wired manner. The transceiver 130 may also perform operations such as low noise amplification, impedance matching, frequency mixing, up or down frequency conversion, filtering, amplification, and the like.

The storage medium 120 can store a list of merchants and a list of bank branches. The merchant list can record the information of the merchants that have contacted the bank. The merchant list may include the name of the merchant and the name of the service branch corresponding to the name of the merchant. For example, if bank branch B has become a branch of merchant A, the merchant list may record the merchant name of merchant A, the name of the service branch of bank branch B, and the relationship between the two. The bank branch list can record the branch names of all bank branches of the bank. For example, the bank branch list may record the branch name of bank branch B.

FIG. 2 shows a flowchart of a method for assigning a service bank branch to a merchant according to an embodiment of the present disclosure, wherein the method can be implemented by the electronic device 100 shown in FIG. 1.

In step S210, the data collection module 121 may obtain a plurality of business files through the transceiver 130, wherein the plurality of business files may include the electronic device 100 to be used. Information about the merchant assigned to serve the bank branch. For example, the plurality of business profiles may include a first business profile corresponding to the business.

In step S220, the matching module 122 can determine whether the first merchant profile matches the merchant name in the merchant list. If the first merchant profile matches the merchant name, step S230 is entered. If the first merchant profile does not match the merchant name, step S240 is entered.

If the first merchant profile matches the merchant name in step S220, it means that the merchant corresponding to the first merchant profile has been recorded in the merchant list. That is, the merchant is already a customer of a specific bank branch, and the name of the service branch serving the merchant has been recorded in the merchant list. Therefore, the electronic device 100 does not need to assign a service bank branch to the merchant again. Accordingly, in step S230, the assignment module 123 can assign the first bank branch corresponding to the service branch name in the bank branch list to the merchant to generate the assignment result.

On the other hand, if the first merchant profile does not match the merchant name in step S220, it means that the merchant corresponding to the first merchant profile has not been recorded in the merchant list. That is, the merchant has not been assigned a service bank branch. Accordingly, in step S240, the assignment module 123 can select the second bank branch from the bank branch list according to a genetic algorithm (GA), and assign the second bank branch to the merchant to generate the assignment result.

In step S250, the output module 124 may output the assignment result through the transceiver 130. For example, the output module 124 may transmit the assignment result to the terminal device of the bank supervisor. The supervisor can arrange the corresponding service for each business according to the assignment result Bank branch.

FIG. 3 shows a detailed flowchart of step S240 according to an embodiment of the disclosure. In step S241, the assignment module 123 can generate a matrix corresponding to the genetic algorithm according to the multiple business files and the bank branch list. The maternal body can contain multiple chromosomes. Taking the first chromosome among multiple chromosomes as an example, the first chromosome may contain multiple genes. The assignment module 123 can respectively pair a plurality of business files to a plurality of bank branches in the bank branch list to generate the plurality of genes. Table 1 is an example of chromosomes. In this embodiment, multiple merchant profiles may include business profiles of N merchants, where N is a positive integer, and N merchants may include merchants such as merchant A1, merchant A2, and merchant AN. The chromosome may contain N genes, but the present disclosure is not limited to this.

Specifically, the number of business files contained in multiple business files may be the same as or different from the number of genes of the chromosome. Referring to Table 1, the assignment module 123 can generate chromosome #1 based on multiple merchant files and bank branch lists. Gene #1 of chromosome #1 corresponds to merchant A1 and bank branch B1. In other words, gene #1 of chromosome #1 represents "assign bank branch B1 to merchant A1". Similarly, gene #2 of chromosome #1 represents "assign bank branch B2 to merchant A2." The gene #N of chromosome #1 stands for "Assign the bank branch BM to the merchant AN".

In step S242, the assignment module 123 can select a maternal generation set containing multiple maternal chromosomes from the maternal population. Maternal chromosomes and maternal chromosomes can be produced by mating Give birth to offspring chromosomes. Table 2 is an example of the mother generation set. In this embodiment, the set of mother generations may include X chromosomes, where X is a positive integer. The X chromosomes may include chromosomes such as chromosome #1, chromosome #2, and chromosome #X.

In one embodiment, the assignment module 123 can select a set of mother generations from the mothers according to the roulette wheel seleetion method.

In step S243, the assignment module 123 may perform crossover on the parent generation set to generate the offspring set. The progeny set can contain multiple progeny chromosomes. Specifically, the assignment module 123 may perform mating on the set of mother generations according to the partial-mapped crossover (PMX) method. Table 3 is an example of the offspring set. In this embodiment, the progeny set may include Y chromosomes, where Y is a positive integer. The Y chromosomes may include chromosomes such as chromosome #X+1 and chromosome #X+Y. Chromosome #X+1 is the offspring chromosome produced by the mating of chromosome #1 and chromosome #2. Gene #1 of chromosome #X+1 is derived from gene #1 of chromosome #1. Gene #2 of chromosome #X+1 is derived from gene #2 of chromosome #2. The gene #N of chromosome #X+1 is derived from the gene #N of chromosome #1. Chromosome #X+Y is the offspring chromosome produced by the mating of chromosome #2 and chromosome #X. Chromosome #X+Y's gene #1 comes from chromosome #2 Gene #1. Gene #2 of chromosome #X+Y is derived from gene #2 of chromosome #X. Gene #3 of chromosome #X+Y is derived from gene #3 of chromosome #X.

In step S244, the assignment module 123 can perform mutations for the parent generation set and the offspring set to update the parent, thereby generating a mutant parent. In this embodiment, both the chromosomes in the mother set and the offspring set can participate in mutation. Table 4 is an example of the maternal body after mutation. Gene #1 of chromosome #2 is mutated and changed from (A1, B2) to (A1, B5). The gene #2 of chromosome #X is mutated and changed from (A2, B5) to (A2, B3). The gene #1 of chromosome #X+Y is mutated and changed from the original (A1, B2) to (A1, B6).

In step S245, the assignment module 123 selects multiple chromosomes from the mutated mother to update the mother, thereby generating an updated mother. In one embodiment, the assignment module 123 can select multiple chromosomes from the mutated mother according to the roulette method. Table 5 is an example of the updated parent body. The assignment module 123 can select chromosome #1, chromosome #X, and chromosome #X+Y from the mutated mothers as shown in Table 4 as the updated mothers.

In step S246, the assignment module 123 can determine whether the updated parent body meets the termination condition. If the updated parent body meets the termination condition, step S247 is entered. Whether the updated parent body does not meet the termination condition, step S242 is executed again. The termination condition is, for example, related to the fitness function of the genetic algorithm. For example, the assignment module 123 can calculate the fitness function value of each chromosome in the updated maternal body. If there are chromosomes with a fitness function value greater than the threshold, the assignment module 123 can determine that the updated maternal body meets the termination condition. If there is no chromosome whose fitness function value is greater than the threshold, the assignment module 123 can determine that the updated maternal body does not meet the termination condition.

In one embodiment, the fitness function of the genetic algorithm may be associated with the location of the merchant, the location of the bank branch, the human resources of the bank branch, or the number of merchants served by the bank branch, etc. The disclosure is not limited to this. For example, the assignment module 123 can be configured with adaptability Function so that branches with the same regional conditions are allocated to the same number of merchants. For another example, the assignment module 123 can configure the fitness function so that merchants that meet certain conditions (for example, merchants in too remote locations) or bank branches (for example, bank branches with too remote locations or insufficient human resources) do not participate Assignment of bank branch.

In step S247, the assignment module 123 can assign a bank branch to the merchant based on the updated parent body to generate an assignment result. For example, the assignment module 123 can select the chromosome with the highest fitness function value from the updated mother. Then, the assignment module 123 can assign the second bank branch to the merchant corresponding to the first merchant profile in response to the genes of the selected chromosome being matched with the first merchant profile and the second bank branch. Taking the updated maternal body in Table 5 as an example, suppose that the assignment module 123 judges that chromosome #1 has the highest value of the highest fitness function among chromosome #1, chromosome #X, and chromosome #X+Y. The assignment module 123 can assign the bank branch B1 to the merchant A1 according to the gene #1 of the chromosome #1. The assignment module 123 can assign the bank branch B2 to the merchant A2 according to the gene #2 of chromosome #1. The assignment module 123 can assign the bank branch BM to the merchant AN according to gene #3 of chromosome #1.

FIG. 4 illustrates a flowchart of a method for assigning a service bank branch to a merchant according to another embodiment of the disclosure, wherein the method can be implemented by the electronic device 100 shown in FIG. 1. In step S401, a list of merchants and a list of bank branches are obtained, where the list of merchants includes the name of the merchant and the name of the service branch corresponding to the name of the merchant. In step S402, multiple business files are obtained, where the multiple business files include the first business file corresponding to the business. In step S403, it is determined whether the first merchant profile Matches the business name. In step S404, in response to the first merchant profile matching the merchant name, the first bank branch corresponding to the service branch name in the bank branch list is assigned to the merchant to generate the assignment result. In step S405, in response to the mismatch between the first merchant profile and the merchant name, the second bank branch is selected from the bank branch list according to the genetic algorithm, and the second bank branch is assigned to the merchant to generate the assignment result. In step S406, the assignment result is output.

In summary, the electronic device disclosed in the present disclosure can determine whether the merchant has contacted a specific bank branch. If the merchant does not interact with a specific bank branch, the electronic device can automatically assign a service bank branch to the merchant. The electronic device can assign service bank branches to multiple banks through the matrix generated by the genetic algorithm. The mother or offspring collection of the mother can participate in mating or mutation procedures to renew the mother. The electronic device can select the chromosome with the highest fitness function value from the mother, so as to assign service bank branches to multiple merchants according to the selected chromosome.

100: electronic device

110: processor

120: storage media

121: Data Collection Module

122: matching module

123: Assign module

124: output module

130: Transceiver

Claims (9)

An electronic device for assigning service bank branches to merchants, including: transceiver; A storage medium that stores multiple modules, a list of merchants, and a list of bank branches, where the list of merchants includes the name of the merchant and the name of the service branch corresponding to the name of the merchant; and The processor is coupled to the storage medium and the transceiver, and accesses and executes the multiple modules, wherein the multiple modules include: A data collection module that obtains a plurality of business files through the transceiver, wherein the plurality of business files includes the first business file corresponding to the business; The matching module determines whether the first merchant file matches the name of the merchant; The assignment module, in response to the first merchant file matching the merchant name, assigns the first bank branch corresponding to the service branch name in the bank branch list to the merchant to generate an assignment result, wherein In response to the mismatch between the first business file and the business name, the assignment module selects a second bank branch from the list of bank branches according to a genetic algorithm, and assigns the second bank branch to the The merchant to generate the assignment result; and The output module outputs the assignment result through the transceiver. The electronic device according to claim 1, wherein the assignment module generates a matrix corresponding to the genetic algorithm according to the plurality of business files and the bank branch list, and transfers the second matrix according to the matrix The bank branch is assigned to the merchant. The electronic device according to claim 2, wherein the mother body includes a first chromosome, wherein the first chromosome includes a plurality of genes, and wherein the assignment module pairs the plurality of business files to the bank branch respectively Multiple bank branches in the list to generate the multiple genes. The electronic device according to claim 2, wherein the parent body includes a parent generation set, wherein the assignment module generates a child generation set according to the parent generation set, and performs execution for the parent generation set and the child generation set Mutations to renew the parent body. The electronic device according to claim 4, wherein the assignment module selects the parent generation set from the parent body according to the roulette method, and performs mating on the parent generation set to generate the offspring set. The electronic device according to claim 4, wherein the assignment module selects a plurality of chromosomes from the mutated mother to update the mother according to the roulette method. The electronic device according to claim 6, wherein the assignment module matches the first merchant profile and the second bank branch in response to the updated gene of the chromosome with the highest fitness function value in the mother The second bank branch is assigned to the merchant. The electronic device according to claim 5, wherein the assignment module performs the mating according to a local corresponding mating method. The electronic device according to claim 1, wherein the fitness function of the genetic algorithm is associated with at least one of the following: merchant location, bank branch location, bank branch human resources, and bank branch service merchant number.

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