CN110400112A - Load balancing method of adjustment and system based on GIS - Google Patents
Load balancing method of adjustment and system based on GIS Download PDFInfo
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- CN110400112A CN110400112A CN201910707359.5A CN201910707359A CN110400112A CN 110400112 A CN110400112 A CN 110400112A CN 201910707359 A CN201910707359 A CN 201910707359A CN 110400112 A CN110400112 A CN 110400112A
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- 238000000034 method Methods 0.000 title claims abstract description 34
- 238000012216 screening Methods 0.000 claims abstract description 14
- 241000208125 Nicotiana Species 0.000 description 5
- 235000002637 Nicotiana tabacum Nutrition 0.000 description 5
- 230000007812 deficiency Effects 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 230000009466 transformation Effects 0.000 description 1
- 239000002699 waste material Substances 0.000 description 1
Classifications
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- G—PHYSICS
- G01—MEASURING; TESTING
- G01S—RADIO DIRECTION-FINDING; RADIO NAVIGATION; DETERMINING DISTANCE OR VELOCITY BY USE OF RADIO WAVES; LOCATING OR PRESENCE-DETECTING BY USE OF THE REFLECTION OR RERADIATION OF RADIO WAVES; ANALOGOUS ARRANGEMENTS USING OTHER WAVES
- G01S19/00—Satellite radio beacon positioning systems; Determining position, velocity or attitude using signals transmitted by such systems
- G01S19/38—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system
- G01S19/39—Determining a navigation solution using signals transmitted by a satellite radio beacon positioning system the satellite radio beacon positioning system transmitting time-stamped messages, e.g. GPS [Global Positioning System], GLONASS [Global Orbiting Navigation Satellite System] or GALILEO
- G01S19/42—Determining position
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/083—Shipping
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/08—Logistics, e.g. warehousing, loading or distribution; Inventory or stock management
- G06Q10/083—Shipping
- G06Q10/0833—Tracking
Abstract
The invention discloses a kind of load balancing method of adjustment and system based on GIS, belong to logistics adjustment field, and how technical problems to be solved are based on adjusting minimum amount, carry out logistics distribution adjustment with regard to the principle that modern age is sent.Method includes the following steps: to obtain client's GIS map；Filter out the quantitative overload delivery car group of its total useful load overflow；Total useful load of principle, adjustment the overload delivery car group based on the minimum client of adjustment simultaneously selects the corresponding useful load of at least one client；It sees a visitor out family for each generation, selects based on client's GIS map, by calculating road service and see a visitor out N number of other delivery car groups of family neighbour with the generation；It sees a visitor out family for each generation, the delivery car group that an opposing neighbor is chosen from corresponding N number of other delivery car groups is to send delivery car group in generation.System includes that client's GIS map constructs module, overload screening module, send vehicle group preferred module for family screening module of seing a visitor out, path preferred module and generation.
Description
Technical field
The present invention relates to logistics to adjust field, specifically a kind of load balancing method of adjustment and system based on GIS.
Background technique
In logistics distribution process, it is divided into different delivery by the useful load of each target point for a series of orderly target points
When task, since the useful load of each target point is uncertain, causes delivery vehicle charging ratio unbalanced, the feelings that can not load occur
Condition (occur the reason of such case be to guarantee familiarity, i.e. familiarity highest of the deliveryman to current delivery task), quilt
Compel split multi-pass delivery, result in waste of resources, logistics cost improve the case where.It is sent according to the minimum amount of adjustment, with regard to modern age
Principle picks out using by the biggish family of useful load in delivery task, is assigned to other delivery car groups, nearby to reduce delivery
Number avoids the wasting of resources, achievees the purpose that save logistics cost.
For the delivery car group of overload in logistics distribution, how based on the principle for adjusting minimum amount, modern age being sent into
Row logistics distribution adjustment, is the technical issues that need to address.
Summary of the invention
Technical assignment of the invention is against the above deficiency, to provide a kind of load balancing method of adjustment based on GIS and be
System, how to solve the problems, such as based on adjusting minimum amount, carry out logistics distribution adjustment with regard to the principle that modern age is sent.
In a first aspect, the present invention provides a kind of load balancing method of adjustment based on GIS, relatively fixed applied to client,
Customer Location can acquire the logistics distribution of storage in advance, and the delivery car group for overloading to total useful load is adjusted distribution,
The load balancing method of adjustment includes the following steps:
Based on GIS map, the corresponding GIS map coordinate of each Customer Location is calculated, obtains client's GIS map；
The total useful load for analyzing each delivery car group is calculated, and filters out the quantitative overload delivery of its total useful load overflow
Vehicle group；
For each overload delivery car group, based on principle, adjustment the total of delivery car group of overloading for adjusting minimum client
Useful load simultaneously selects the corresponding useful load of at least one client, and total useful load of the overload delivery car group is in rated capacity after adjustment
Interior, the client selected is family of seing a visitor out in generation；
See a visitor out family for each generation, based on client's GIS map, by calculate road service select it is close with generation family of seing a visitor out
Adjacent N number of other delivery car groups, total useful load of each other delivery car groups is without departing from its rated capacity；
It sees a visitor out family for each generation, an opposing neighbor is chosen from corresponding N number of other delivery car groups
Delivery car group is to send delivery car group generation, and the generation send delivery car group to see a visitor out on the basis of its total useful load on behalf of the dispatching generation
The useful load at family, and in the generation, send total useful load of delivery car group without departing from its rated capacity after adjustment.
The above embodiment logistics distribution that relatively fixed, Customer Location can be acquired and be stored in advance suitable for client, example
Such as tobacco distribution.The shop for selling tobacco is that quantitative and position is collectable, in centainly dispatching range, such as a city
In, summarize the position of all tobacconist's and form client's GIS map, each delivery car group loads all tobaccos in a section
The logistics distribution in shop.When the overload of total useful load of one of delivery car group, which is adjusted by above-mentioned method of adjustment
The useful load of delivery car group, so that the total useful load for the delivery car group that overloads after adjustment is divided in rated capacity, and for the client selected
Delivery car group is sent with suitable generation.
Preferably, based on GIS map, calculating the corresponding GIS map coordinate of each Customer Location, with obtaining client GIS
Figure, includes the following steps:
For each client, Customer Location is acquired by GPS system, obtains the GPS map coordinate of client；
For each client, it is based on GIS map, calculations of offset is carried out to the GPS map coordinate of client, obtains client's
GIS map coordinate, the GIS map coordinate of client is as client's coordinate；
Summarize the corresponding client's coordinate of all clients, constructs client's GIS map.
It sees a visitor out N number of other delivery car groups of family neighbour preferably, calculating road service by arcgis and selecting with the generation.
Preferably, by the arcgis that is configured in high-performance server calculate road service select it is close with generation family of seing a visitor out
Adjacent N number of other delivery car groups.
Second aspect, the present invention provide it is a kind of based on GIS load balancing adjustment system, be applied to client it is relatively fixed,
Customer Location can acquire the logistics distribution of storage in advance, and the delivery car group for overloading to useful load is adjusted distribution, institute
Stating load balancing adjustment system includes:
Client's GIS map constructs module, and client's GIS map building module is used for based on GIS map, calculates each visitor
The corresponding GIS map coordinate in family position, and obtain client's GIS map；
Overload screening module, and the overload screening module is sieved for calculating the total useful load for analyzing each delivery car group
Select the quantitative overload delivery car group of its total useful load overflow；
For family screening module of seing a visitor out, in the generation, sees a visitor out family screening module for adjusting each overload delivery by the following method
Total useful load of vehicle group: described after adjustment based on adjusting the principle of minimum client, select the corresponding useful load of at least one client
For the total useful load for the delivery car group that overloads in rated capacity, the client selected is family of seing a visitor out in generation；
Path preferred module, the path preferred module be used for calculate by the following method each generation see a visitor out family generation give
Lorry group: it selects based on client's GIS map, by calculating road service and sees a visitor out N number of other delivery cars of family neighbour with the generation
Group, total useful load of each other delivery car groups is without departing from its rated capacity；
In generation, send vehicle group preferred module, and the generation send vehicle group preferred module to see a visitor out family for calculating each generation by the following method
Generation send delivery car group: from corresponding N number of other delivery car groups choose an opposing neighbor delivery car group be
In generation, send delivery car group, and the generation send delivery car group to see a visitor out the loading at family on the basis of its total useful load on behalf of dispensing the generation
Amount, and in the generation, send total useful load of delivery car group without departing from its rated capacity after adjustment.
Preferably, client's GIS map building module for constructing client's GIS map by the following method:
For each client, Customer Location is acquired by GPS system, obtains the GPS map coordinate of client；
For each client, it is based on GIS map, calculations of offset is carried out to the GPS map coordinate of client, obtains client's
GIS map coordinate, the GIS map coordinate of client is as client's coordinate；
Summarize the corresponding client's coordinate of all clients, constructs client's GIS map.
Preferably, the calculation road service is that arcgis calculates road service.
Preferably, the load balancing adjustment system configuration based on GIS is in high-performance server.
A kind of load balancing method of adjustment and system based on GIS of the invention have the advantage that in conjunction with GIS map and
Calculate road service dispatching adjustment is carried out to the delivery car group of overload, solve logistics distribution delivery task overload be not able to split into it is more
Pass bring dispenses the problem of inefficiency, the wasting of resources, in turn ensures that deliveryman to the familiarity of original delivery line, send
Goods efficiency highest, improves customer satisfaction, saves time cost and logistics cost.
Detailed description of the invention
It, below will be to required in being described in embodiment in order to more clearly illustrate the technical solution in the embodiment of the present invention
The attached drawing used is briefly introduced, it should be apparent that, drawings in the following description are only some embodiments of the invention, for
For those skilled in the art, without creative efforts, it can also be obtained according to these attached drawings
His attached drawing.
The following further describes the present invention with reference to the drawings.
Attached drawing 1 is the flow diagram of load balancing method of adjustment of the embodiment 1 based on GIS.
Specific embodiment
The present invention will be further explained below with reference to the attached drawings and specific examples, so that those skilled in the art can be with
It more fully understands the present invention and can be practiced, but illustrated embodiment is not as a limitation of the invention, the case where not conflicting
Under, the technical characteristic in the embodiment of the present invention and embodiment can be combined with each other.
It is to be appreciated that " multiple " in embodiments of the present invention, refer to two or more.
The embodiment of the present invention provides a kind of load balancing method of adjustment and system based on GIS, how to be based on for solving
The technical issues of adjusting minimum amount, logistics distribution adjustment carried out with regard to the principle that modern age is sent.
Embodiment 1:
As described in Fig. 1, a kind of load balancing method of adjustment based on GIS of the invention, relatively fixed applied to client,
Customer Location can acquire the logistics distribution of storage, such as tobacco distribution in advance, the delivery car group for overloading to total useful load
It is adjusted distribution.
The load balancing method of adjustment includes the following steps:
S100, it is based on GIS map, calculates the corresponding GIS map coordinate of each Customer Location, obtaining client's GIS map；
S200, the total useful load for analyzing each delivery car group is calculated, and filters out quantitative super of its total useful load overflow
Carry lorry group；
S300, for each overload delivery car group, based on principle, the adjustment overload delivery car group for adjusting minimum client
Total useful load and select the corresponding useful load of at least one client, after adjustment it is described overload delivery car group total useful load in volume
In quantitative, the client selected is family of seing a visitor out in generation；
S400, family of seing a visitor out for each generation based on client's GIS map, are selected by calculation road service and are sent with the generation
N number of other delivery car groups of client neighbour, total useful load of each other delivery car groups is without departing from its rated capacity；
S500, family of seing a visitor out for each generation choose a relative proximity from corresponding N number of other delivery car groups
Adjacent delivery car group is to send delivery car group generation, and the generation send delivery car group on the basis of its total useful load on behalf of the dispatching generation
It sees a visitor out the useful load at family, and the generation send total useful load of delivery car group without departing from its rated capacity after adjusting.
Wherein, in the present embodiment step S100 include it is following step by step:
S110, the GPS map coordinate of client is obtained by GPS system acquisition Customer Location for each client；
S120, for each client, be based on GIS map, calculations of offset carried out to the GPS map coordinate of client, obtains visitor
The GIS map coordinate at family, the GIS map coordinate of client is as client's coordinate；
S130, summarize the corresponding client's coordinate of all clients, construct client's GIS map.
Road service is calculated by the arcgis being configured in high-performance server in the present embodiment to select and for the family neighbour that sees a visitor out
N number of other delivery car groups.In a particular application, it calculates road service and is not limited to arcgis calculation road service, other can be selected and calculates roads clothes
Business.
The value of N is set according to demand, and N value is 5 in the present embodiment.
The load balancing method of adjustment based on GIS of the present embodiment, the useful load of adjustment overload delivery car group, so that adjustment
The total useful load for the delivery car group that overloads afterwards send delivery car group in rated capacity, and for the client's distribution suitably generation selected.
Embodiment 2:
Load balancing based on GIS of the invention adjusts system, and applied to client, relatively fixed, Customer Location can be preparatory
The logistics distribution of storage is acquired, such as the dispatching of tobacco, the delivery car group for overloading to useful load are adjusted distribution.
Load balancing adjustment system includes client's GIS map building module, overload screening module, for family screening mould of seing a visitor out
In block, path preferred module and generation, send vehicle group preferred module.
Wherein, client's GIS map building module is used for based on GIS map, calculates the corresponding GIS map of each Customer Location
Coordinate, and obtain client's GIS map.Method particularly includes:
(1) for each client, Customer Location is acquired by GPS system, obtains the GPS map coordinate of client；
(2) for each client, it is based on GIS map, calculations of offset is carried out to the GPS map coordinate of client, obtains client
GIS map coordinate, the GIS map coordinate of client is as client's coordinate；
(3) summarize the corresponding client's coordinate of all clients, construct client's GIS map.
Overload screening module filters out its total useful load and exceeds for calculating the total useful load for analyzing each delivery car group
The overload delivery car group of rated capacity.
In generation, sees a visitor out family screening module for adjusting total useful load of each overload delivery car group by the following method: based on tune
The principle of whole minimum client selects the corresponding useful load of at least one client, total loading of the overload delivery car group after adjustment
For amount in rated capacity, the client selected is family of seing a visitor out in generation.
Path preferred module is used to calculate see a visitor out generation at family in each generation by the following method and send delivery car group: based on the visitor
Family GIS map is selected by calculating road service and is seed a visitor out N number of other delivery car groups of family neighbour with the generation, each other delivery cars
Total useful load of group is without departing from its rated capacity.
In generation, send vehicle group preferred module to send delivery car group for calculating see a visitor out generation at family in each generation by the following method: from described
The delivery car group that an opposing neighbor is chosen in corresponding N number of other delivery car groups is to send delivery car group in generation, and the generation is sent
Delivery car group is seed a visitor out the useful load at family on the basis of its total useful load on behalf of dispensing generation, and the generation delivery after adjusting
Total useful load of vehicle group is without departing from its rated capacity.
The system configuration is calculated road in the calculation road service on high-performance server, used for arcgis and is serviced.
In a particular application, it calculates road service and is not limited to arcgis calculation road service, other can be selected and calculates roads service.
Embodiment described above is only to absolutely prove preferred embodiment that is of the invention and being lifted, protection model of the invention
It encloses without being limited thereto.Those skilled in the art's made equivalent substitute or transformation on the basis of the present invention, in the present invention
Protection scope within.Protection scope of the present invention is subject to claims.
Claims (8)
1. the load balancing method of adjustment based on GIS, it is characterised in that applied to client, relatively fixed, Customer Location can be preparatory
The logistics distribution of storage is acquired, the delivery car group for overloading to total useful load is adjusted distribution, the load balancing adjustment
Method includes the following steps:
Based on GIS map, the corresponding GIS map coordinate of each Customer Location is calculated, obtains client's GIS map；
The total useful load for analyzing each delivery car group is calculated, and filters out the quantitative overload delivery car of its total useful load overflow
Group；
For each overload delivery car group, based on the total loading for adjusting the principle of minimum client, adjusting the overload delivery car group
Measure and select the corresponding useful load of at least one client, after adjustment it is described overload delivery car group total useful load in rated capacity,
The client selected is family of seing a visitor out in generation；
It sees a visitor out family for each generation, is selected based on client's GIS map, by calculating road service and see a visitor out family neighbour's with the generation
N number of other delivery car groups, total useful load of each other delivery car groups is without departing from its rated capacity；
It sees a visitor out family for each generation, the delivery of an opposing neighbor is chosen from corresponding N number of other delivery car groups
In Che Zuwei generation, send delivery car group, and the generation send delivery car group to see a visitor out family on the basis of its total useful load on behalf of dispensing the generation
Useful load, and in the generation, send total useful load of delivery car group without departing from its rated capacity after adjustment.
2. the load balancing method of adjustment according to claim 1 based on GIS, it is characterised in that based on GIS map, calculate
The corresponding GIS map coordinate of each Customer Location, obtains client's GIS map, includes the following steps:
For each client, Customer Location is acquired by GPS system, obtains the GPS map coordinate of client；
For each client, it is based on GIS map, calculations of offset is carried out to the GPS map coordinate of client, with obtaining the GIS of client
Figure coordinate, the GIS map coordinate of client is as client's coordinate；
Summarize the corresponding client's coordinate of all clients, constructs client's GIS map.
3. the load balancing method of adjustment according to claim 1 or 2 based on GIS, it is characterised in that calculated by arcgis
Road service is selected sees a visitor out N number of other delivery car groups of family neighbour with the generation.
4. the load balancing method of adjustment according to claim 3 based on GIS, it is characterised in that by being configured at high-performance
Arcgis in server calculates road service and selects to see a visitor out N number of other delivery car groups of family neighbour with the generation.
5. the load balancing based on GIS adjusts system, it is characterised in that applied to client, relatively fixed, Customer Location can be preparatory
The logistics distribution of storage is acquired, the delivery car group for overloading to useful load is adjusted distribution, load balancing adjustment system
System includes:
Client's GIS map constructs module, and client's GIS map building module is used for based on GIS map, calculates each client position
Corresponding GIS map coordinate is set, and obtains client's GIS map；
Overload screening module, and the overload screening module is filtered out for calculating the total useful load for analyzing each delivery car group
The quantitative overload delivery car group of its total useful load overflow；
For family screening module of seing a visitor out, in the generation, sees a visitor out family screening module for adjusting each overload delivery car group by the following method
Total useful load: based on adjusting the principle of minimum client, select the corresponding useful load of at least one client, the overload after adjustment
For total useful load of delivery car group in rated capacity, the client selected is family of seing a visitor out in generation；
Path preferred module, the path preferred module be used for calculate by the following method each generation see a visitor out family generation send delivery car
Group: it selects based on client's GIS map, by calculating road service and sees a visitor out N number of other delivery car groups of family neighbour with the generation, often
Total useful load of a other delivery car groups is without departing from its rated capacity；
In generation, send vehicle group preferred module, and the generation send vehicle group preferred module to see a visitor out generation at family for calculating each generation by the following method
Send delivery car group: the delivery car group that an opposing neighbor is chosen from corresponding N number of other delivery car groups is to send in generation
In delivery car group, the generation, send delivery car group to see a visitor out the useful load at family on the basis of its total useful load on behalf of dispensing generation, and
In the generation, send total useful load of delivery car group without departing from its rated capacity after adjustment.
6. the load balancing according to claim 5 based on GIS adjusts system, it is characterised in that the building of client's GIS map
Module for constructing client's GIS map by the following method:
For each client, Customer Location is acquired by GPS system, obtains the GPS map coordinate of client；
For each client, it is based on GIS map, calculations of offset is carried out to the GPS map coordinate of client, with obtaining the GIS of client
Figure coordinate, the GIS map coordinate of client is as client's coordinate；
Summarize the corresponding client's coordinate of all clients, constructs client's GIS map.
7. the load balancing according to claim 5 or 6 based on GIS adjusts system, it is characterised in that the calculation road service
Road service is calculated for arcgis.
8. the load balancing according to claim 7 based on GIS adjusts system, it is characterised in that described negative based on GIS
Balanced adjustment system configuration is carried in high-performance server.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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