CN107705043A - A kind of Bus stop planning method, apparatus, equipment, storage medium - Google Patents
A kind of Bus stop planning method, apparatus, equipment, storage medium Download PDFInfo
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- CN107705043A CN107705043A CN201711049260.8A CN201711049260A CN107705043A CN 107705043 A CN107705043 A CN 107705043A CN 201711049260 A CN201711049260 A CN 201711049260A CN 107705043 A CN107705043 A CN 107705043A
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- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06313—Resource planning in a project environment
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- 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
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Abstract
The present invention relates to a kind of Bus stop planning method, apparatus, equipment, storage medium.This method includes：In all city gather is transported, it is determined that the city gather with traffic port and the city gather without traffic port, and the city without traffic port is collected into the city with traffic port；In the city gather with traffic port, it is determined that opening up website city gather and its coverage；The city for establishing the city covering for not yet opening up website city and not yet being opened up website collects relation, and the website for exporting combined city is opened and coverage condition, more newly opens website city gather and its coverage and as program results output.The invention also discloses device, equipment and the storage medium for realizing the above method.The technical scheme of example of the present invention carries out scientific and reasonable planning to website, has the advantages that to lift the timeliness service level of logistic industry, the operation cost for reducing logistic industry, the utilization rate of the high-quality transport resource of lifting, the science for lifting decision-making.
Description
Technical field
The present invention relates to Bus stop planning technical field, specifically a kind of Bus stop planning method, apparatus, equipment, storage
Medium, the planning for the logistics distribution website that is particularly suitable for use in.
Background technology
With the high speed development of logistics field, client requires more and more higher for the timeliness of express mail.It is existing on logistic industry
Some logistics Bus stop plannings are typically that policymaker combines corporate strategy and portfolio progress subjective judgement, lack the planning side of science
Method, and the data analysis quantified, often preventing high-quality transport resource, operation cost also accordingly increases from being fully used.
The particular problem of prior art is summarized as at following 2 points：
1st, existing Bus stop planning method is that policymaker combines corporate strategy and portfolio carries out subjective judgement, this method mostly
Lack systematization and quantized data support, decision-making lack scientific；
2nd, existing Bus stop planning method could not be maximally utilized high-quality transport resource, and various forms of transport are equal
The express mail timeliness that has a distinct increment and the space to cut operating costs.
The content of the invention
In order to solve the above-mentioned technical problem, it is an object of the invention to provide a kind of Bus stop planning method, apparatus, equipment,
Storage medium.
According to an aspect of the invention, there is provided a kind of Bus stop planning method, including：
In all city gather is transported, it is determined that the city gather with traffic port and the city collection without traffic port
Close, and be no more than the principle of traffic port maximal cover radius according to maximum distance, the city without traffic port is collected into tool
There is the city at traffic port；
In the city gather with traffic port, filter out and meet the city that website sets standard, it is determined that opening up website city
City gathers and its coverage；
It is no more than the principle of traffic port maximal cover radius according to maximum distance, foundation not yet opens up website city and not yet
Opened up and collect relation between the city of the city covering of website, the website for exporting combined city is opened and coverage condition, more
Website city gather and its coverage are opened up described in new；
Website city gather and its coverage of opening up is exported as program results.
Further, the traffic port maximal cover radius determines according to the timeliness standard of transport product.
Further, when determining the traffic port maximal cover radius, take and/or receive always according to transport each link of product
Part cuts single time determination.
Further, it is described that the city without traffic port is collected into the city with traffic port, according to principle also
Including nearby principle.
Further, the website setting standard is：Monomer city or combined city portfolio are more than single logistics transportation
Device service load.
Further, after opening up website city gather and its coverage described in the renewal, if in the presence of not opening up station yet
Point city and still uncovered city, then perform：
It is no more than the principle of traffic port maximal cover radius according to maximum distance, by the website city and still of not opening up yet
Uncovered city collects the city opened up in website city gather, it is determined that finally opening up website city gather and its covering
Lid scope；
Final website city gather and its coverage of opening up is exported as program results.
Further, website city is not opened up yet and still uncovered city collects and described opens up website city by described
During city in set, according to principle also include nearby principle.
Further, the maximum distance is drawn according to each intercity navigation distance.
Further, the website of the output combined city is opened and coverage condition, including：
Establish website covering mathematical modeling；
Website described in object function and constraint condition entry is covered into mathematical modeling, draws the result of decision variable；
The website that combined city is exported according to decision variable is opened and coverage condition.
Further, the object function includes maximum traffic overlay capacity.
Further, the constraints includes：
Each city is at most covered by a website；
Each website, which is opened, must to be fulfilled for monomer city portfolio and is more than single logistics transporting device service load；
When either site is open-minded, other city can be just covered；
If any two does not collect relation between city, covering relation is not present between two cities.
Further, the decision variable includes X and Y, wherein：
Wherein, i and j represents city, CP-NRepresent the set for not yet opening up website city, MNRepresentative not yet opens up website city
City and not yet opened up website city covering city between collect set of relationship, o.w. represents city i and j and is not covered with
Relation.
According to another aspect of the present invention, there is provided a kind of Bus stop planning device, including：
Screening unit, it is configured to determination and opens up website city and its coverage；
Unit is collected, foundation is configured to and respectively collects relation；
Integral unit, it is configured to more newly open website city gather and its coverage；
Output unit, it is configured to export program results.
According to another aspect of the present invention, there is provided a kind of equipment, the equipment include：
One or more processors；
Memory, for storing one or more programs,
When one or more of programs are by one or more of computing devices so that one or more of places
Manage any method that device performs example of the present invention.
According to another aspect of the present invention, there is provided a kind of computer-readable storage medium for being stored with computer program
Matter, the program realize any method of example of the present invention when being executed by processor.
Compared with prior art, the invention has the advantages that：
1st, the Bus stop planning method of example of the present invention, is planned website according to the distribution at traffic port, and according to traffic
The maximal cover radius at port, establish between city and collect relation, the utilization to transport resource is scientific and reasonable, reduces logistic industry
Operation cost.
2nd, the Bus stop planning method of example of the present invention, the maximal cover radius at traffic port is according to the timeliness standard for transporting product
It is determined that may also be combined with, each link of transport product takes, addressee section single time draws there is data supporting, lifts the science of decision-making
Property.
3rd, the Bus stop planning method of example of the present invention, it is that monomer city or combined city portfolio are more than that website, which sets standard,
Single logistics transporting device service load, determined to open up website city according to city portfolio, and according to the covering model at traffic port
The planning that science is carried out to website is enclosed, there is data supporting, lift the science of decision-making, make the distribution of website more reasonable, from
And the timeliness service level of logistic industry is lifted, the operation cost of logistic industry is reduced, lifts the utilization of high-quality transport resource
Rate.
4th, the Bus stop planning method of example of the present invention, founding mathematical models and the station that combined city is exported by mathematical modeling
Point is opened and coverage condition, and website is opened and is updated with coverage condition, improves the efficiency of planning, and by setting target letter
Number and each constraints, the science of Bus stop planning is improved, farthest reduce the operation cost of logistic industry, lifting is high-quality
Transport resource utilization rate.
5th, the device of example of the present invention, equipment and readable storage medium storing program for executing, the Bus stop planning method of example of the present invention can be achieved,
The planning website of science, is maximally utilized high-quality transport resource, is lifted express mail timeliness, is cut operating costs.
Brief description of the drawings
Fig. 1 is the flow chart of the Bus stop planning method of the embodiment of the present invention one.
Embodiment
The application is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining related invention, rather than the restriction to the invention.It also should be noted that in order to
It is easy to describe, the part related to invention is illustrate only in accompanying drawing.
It should be noted that in the case where not conflicting, the feature in embodiment and embodiment in the application can phase
Mutually combination.Describe the application in detail below with reference to the accompanying drawings and in conjunction with the embodiments.
Embodiment one：
The present embodiment with aviation website is planned to example, and the present invention will be described.
As shown in figure 1, a kind of Bus stop planning method is present embodiments provided, including：
S1：In all city gather is transported, it is determined that the city gather with traffic port and the city without traffic port
Set, and according to principle and nearby principle of the maximum distance no more than traffic port maximal cover radius, by without traffic port
City collects the city with traffic port；All transport city gathers are defined as C, the city gather with traffic port defines
For CP, the city gather without traffic port is defined as CN, wherein, CP+CN=C；By the city without traffic port and with friendship
The set for collecting relation between the city at logical port is defined as M.
Specifically, traffic port refers to the stops such as airport, railway station, bus station, logistics transit depot, harbour, scheduling transportation work
The place of tool, in the present embodiment, traffic port refer to airport.
It will be established between city without traffic port and the city with traffic port when collecting relation, according to former nearby
Then, by each city (i.e. C without traffic portNIn city) collect distance most short city (the i.e. C with traffic portP
In city), and require that maximum distance is no more than traffic port maximal cover radius Rmax, set M is generated, so-called nearby principle, is
If referring to the situation for duplicating covering, closest city is collected.Such as：City A belongs to set CN, city B and city
City C belongs to set CP, the distance between three cities are respectively：A → B=150km, A → C=100km, B → C=180km,
City A is collected to city C in step S1, is put into set M.
S2：In the city gather C with traffic portPIn, filter out and meet the city that website sets standard, it is determined that opening up station
Point city gather and its coverage；Website city gather will be opened up and be defined as CS, wherein,It is determined that open up website city
The coverage in city, is specifically included：In set M, find out and collect CSEach city, i.e. CSIn in traffic port maximal cover half
Footpath RmaxIn the range of each city for covering, determine CSCovering relation collection merge the set be defined as MS。
Wherein, website setting standard is：The logistics goods amount of monomer city or combined city is not less than single means of transport
Service load；Specifically, in the present embodiment, website sets aviation services amount >=V that standard is monomer city or combined citymin,
VminSpan depend on an airplane service load, such as：The service load of one frame Boeing-767 is 56 tons, now,
Vmin=56T.
In the present embodiment exemplifications set out, city B portfolio meets that website sets standard, and city C business
Amount is less than Vmin, then city B opens website in S1, and city C is not temporarily open-minded.
Single means of transport, used by the Logistics Types and logistics company depending on means of transport, such as in aviation website
During planning, it should be determined according to the minimum service load of the single rack transporter of logistics company.
S3：According to maximum distance be no more than traffic port maximal cover radius principle, foundation not yet open up website city and
Not yet opened up website city covering city between collect relation, export combined city website open with covering feelings
Condition, website city gather and its coverage are opened up described in renewal.
It is described not yet to open up website city, refer to the city that website is not yet opened up in the city gather with traffic port,
That is CPIn not yet open up the city of website, C will be defined as including the set for not yet opening up website cityP-N；Such as：The present embodiment
In, city B opens website, and city C is not temporarily open-minded, therefore city C now belongs to set CP-N。
The city of the city covering for not yet being opened up website, refers in the city gather without traffic port, not yet
The city of the city covering of website is opened up, i.e., not by MSComprising city, will including not yet opened up website city cover
City gather be defined as CN-N.Such as：In the present embodiment, because city B opens website, city C is not temporarily open-minded, and city A exists
Collected in set M to city C, then city A now belongs to set CN-N。
By not yet open up website city and not yet opened up website city cover city between collect contextual definition
For set MN, need to find out herein and meet traffic port maximal cover radius RmaxIt is interior it is all collect relation, for follow-up output group
The website in conjunction city opens the selection with the model of coverage condition.In the present embodiment row illustrated example, now city A is still collected
City C.
S4：Website city gather and its coverage of opening up is exported as program results.
Traffic port maximal cover radius determines according to the timeliness standard of transport product, can will also transport the timeliness standard of product
With reference to transport each link of product is time-consuming, addressee cuts single time and drawn, such as：The website maximal cover radius value of next day product is
Rmax=200km.
After if website city gather and its coverage are opened up in S3, described in renewal, if in the presence of not opening up website city yet
Still uncovered city, then perform：
Traffic port maximal cover radius R is no more than according to maximum distancemaxPrinciple and nearby principle, do not opened described yet
If website city and still uncovered city collect the city opened up in website city gather, it is determined that finally opening up website
City gather and its coverage；
Final website city gather and its coverage of opening up is exported as program results.
The city for not opening up website yet, refers to CP-NIn be not selected as the city of website yet；The still uncovered city
City, refer to CN-NIn still uncovered city.For example, in an example in this embodiment, city C is opening up website described in renewal
Do not turn into website city after city gather and its coverage yet, then city A and city C according to minimum distance and can be no more than
RmaxScope opening up in the updated the relation of collecting is found in website city gather, and now city B meets the requirements, therefore city
City A and city C are covered by city B.
So far, whole cities can all collect corresponding website, and possess systematization and quantized data support, and science is closed
Reason, is maximally utilized high-quality transport resource, and express mail timeliness gets a promotion, and operation cost reduces.
Maximum distance in the present embodiment, drawn according to each intercity navigation distance.
The website of output combined city is opened and coverage condition, specifically includes：
Establish website covering mathematical modeling；
Website described in object function and constraint condition entry is covered into mathematical modeling, draws the result of decision variable；
The website that combined city is exported according to decision variable is opened and coverage condition.
Website covering mathematical modeling is established, is specifically included：
According to MNCollect relation, by CN-NIn each city aviation services amount ViCollect CP-NIn corresponding city.
Utilize the set C for not yet opening up website cityN-N, not yet open up the set C in website cityP-NWith set MNEstablish institute
It is as follows to state website covering mathematical modeling：
Website covering mathematical modeling includes object function, constraints and decision variable, by the object function and constraint
Website overlay model described in condition entry, the result of the decision variable is drawn, wherein：
1st, decision variable：
(1)
(2)
Wherein, i and j represents city, CP-NRepresent the set for not yet opening up website city, MNRepresentative not yet opens up website city
City and not yet opened up website city covering city between collect set of relationship, o.w. represents city i and j and is not covered with
Relation.
2nd, object function：Maximal cover aviation services amount：
3rd, constraints：
(1)Each city is at most covered by a website；
(2)Each website, which is opened, must to be fulfilled for the website and sets
Put standard；
(3)When either site is open-minded, other city can be just covered；
(4)If city i and city j do not collect relation, it is not present and covers
Lid relation.
The present embodiment additionally provides a kind of Bus stop planning device, including：
Screening unit, it is configured to determination and opens up website city and its coverage；
Unit is collected, foundation is configured to and respectively collects relation；
Integral unit, it is configured to more newly open website city gather and its coverage；
Output unit, it is configured to export program results.
Unit involved by the present embodiment can be realized by way of software, can also be by way of hardware come real
It is existing.Described unit or module can also be set within a processor.The title of these units or module is under certain conditions simultaneously
The restriction in itself to the unit or module is not formed.
The present embodiment additionally provides a kind of equipment, and the equipment includes：
One or more processors；
Memory, for storing one or more programs；
When one or more of programs are by one or more of computing devices so that one or more of places
Reason device performs the Bus stop planning method described in the present embodiment.
Specifically, the processor of the equipment can use the CPU of computer, the memory of the equipment can use computer-readable
Storage medium, such as CD, floppy disk, mobile hard disk, USB flash disk, SD card, the method the present embodiment realized during computing device have been made
Describe in detail, will not be repeated here.
The present embodiment additionally provides a kind of computer-readable recording medium for being stored with computer program, and the program is processed
Device realizes the Bus stop planning method described in the present embodiment when performing.Specifically, readable storage medium storing program for executing can be CD, floppy disk, shifting
Dynamic hard disk, USB flash disk, SD card etc., the method the present embodiment realized when it is performed has been explained in detail, and will not be repeated here.Should
Computer-readable recording medium can be the computer-readable recording medium included in equipment described in above-described embodiment；Also may be used
To be individualism, without the computer-readable recording medium in supplying equipment.Computer-readable recording medium storage has one
Or more than one program, described program are used for performing the website for being described in the application by one or more than one processor
Planing method.
Embodiment two：
The present embodiment with railway website is planned to example, and the present invention will be described.
The present embodiment repeats no more with the identical feature of embodiment one, and the present embodiment feature different from embodiment one exists
In：
The city with traffic port of the present embodiment, refers to the city with railway station.
It is determined that when opening up website city, according to the logistics goods amount in city and the service load of single-row train, fire is being provided with
Determine to open up website city in the city at station.
When formulating website setting standard, railway transportation business amount >=V of monomer city or combined citymin, VminTake
It is worth the service load that scope depends on a train, that is, earns the business load of profit.
It should be understood that the present embodiment is identical with the principle of the Bus stop planning of embodiment one, but need the Air China of embodiment one
Railway transportation business amount is replaced with corresponding to the parameter of empty portfolio.
Embodiment three：
The present invention will be described by taking highway Bus stop planning as an example for the present embodiment.
The present embodiment repeats no more with the identical feature of embodiment one, and the present embodiment feature different from embodiment one exists
In：
The city with traffic port of the present embodiment, refers to bus station, logistics distribution center or freight station
City.
It is determined that when opening up website city, according to the logistics goods amount in city and the business of logistics company minimum monomer stream vehicle
Load, monomer city website is determined in the city for being provided with bus station, logistics distribution center or freight station.
When formulating website setting standard, highway service amount >=V of monomer city or combined citymin, VminTake
It is worth the service load that scope depends on logistics company minimum monomer stream vehicle, that is, earns the business load of profit.
It should be understood that the present embodiment is identical with the principle of the Bus stop planning of embodiment one, but need the Air China of embodiment one
Highway service amount is replaced with corresponding to the parameter of empty portfolio.
Example IV：
The present invention will be described by taking water transport Bus stop planning as an example for the present embodiment.
The present embodiment repeats no more with the identical feature of embodiment one, and the present embodiment feature different from embodiment one exists
In：
The city with traffic port of the present embodiment, refers to the city with harbour.
It is determined that when opening up website city, according to the logistics goods amount in city and the service load of single cargo ship, port is being provided with
Determine to open up website city in the city of mouth.
When formulating website setting standard, water transport forwarding amount >=V of monomer city or combined citymin, VminTake
It is worth the service load that scope depends on single cargo ship, that is, earns the business load of profit.
It should be understood that the present embodiment is identical with the principle of the Bus stop planning of embodiment one, but need the Air China of embodiment one
Waterbailage amount is replaced with corresponding to the parameter of empty portfolio.
The Bus stop planning method of example of the present invention, also can be by individual transporter suitable for the Bus stop planning of various forms of transport
Formula combines, and applied widely, program results is more scientific and reasonable.
The Bus stop planning method of example of the present invention, is applicable not only to the Bus stop planning of delivery industry, applies also for others
The Bus stop planning of station, terminal etc., during applied to other industry, its principle and computational methods and phase described in above-described embodiment
Together.
Above description is only the preferred embodiment of the application and the explanation to institute's application technology principle.People in the art
Member should be appreciated that invention scope involved in the application, however it is not limited to the technology that the particular combination of above-mentioned technical characteristic forms
Scheme, while should also cover in the case where not departing from the inventive concept, carried out by above-mentioned technical characteristic or its equivalent feature
The other technical schemes for being combined and being formed.Such as features described above has similar work(with (but not limited to) disclosed herein
Energy.
Claims (15)
1. a kind of Bus stop planning method, it is characterized in that, including：
In all city gather is transported, it is determined that the city gather with traffic port and the city gather without traffic port, and
It is no more than the principle of traffic port maximal cover radius according to maximum distance, the city without traffic port is collected with traffic
The city at port；
In the city gather with traffic port, filter out and meet the city that website sets standard, it is determined that opening up website city collection
Conjunction and its coverage；
It is no more than the principle of traffic port maximal cover radius according to maximum distance, foundation not yet opens up website city and not yet opened
If collecting relation between the city of the city covering of website, the website for exporting combined city is opened and coverage condition, updates institute
State and open up website city gather and its coverage；
Website city gather and its coverage of opening up is exported as program results.
2. Bus stop planning method according to claim 1, it is characterized in that, the traffic port maximal cover radius is according to transport
The timeliness standard of product determines.
3. Bus stop planning method according to claim 2, it is characterized in that, when determining the traffic port maximal cover radius,
Taken always according to transport each link of product and/or addressee cuts single time determination.
4. Bus stop planning method according to claim 1, it is characterized in that, it is described to collect the city without traffic port
City with traffic port, according to principle also include nearby principle.
5. Bus stop planning method according to claim 1, it is characterized in that, the website setting standard is：Monomer city or
Combined city portfolio is more than single logistics transporting device service load.
6. Bus stop planning method according to claim 1, it is characterized in that, opened up described in the renewal website city gather and
After its coverage, if in the presence of website city and still uncovered city is not opened up yet, perform：
According to maximum distance be no more than traffic port maximal cover radius principle, by it is described do not open up yet website city and not yet by
Covering city collects the city opened up in website city gather, it is determined that final open up website city gather and its covering model
Enclose；
Final website city gather and its coverage of opening up is exported as program results.
7. Bus stop planning method according to claim 6, it is characterized in that, by it is described do not open up yet website city and not yet by
Covering city collect it is described open up in website city gather city when, according to principle also include nearby principle.
8. Bus stop planning method according to claim 1, it is characterized in that, the maximum distance is according to each intercity navigation
Distance is drawn.
9. Bus stop planning method according to claim 1, it is characterized in that, the website of the output combined city is opened and covered
Lid situation, including：
Establish website covering mathematical modeling；
Website described in object function and constraint condition entry is covered into mathematical modeling, draws the result of decision variable；
The website that combined city is exported according to decision variable is opened and coverage condition.
10. Bus stop planning method according to claim 9, it is characterized in that, the object function covers including maximum traffic
Amount.
11. Bus stop planning method according to claim 9, it is characterized in that, the constraints includes：
Each city is at most covered by a website；
Each website, which is opened, must to be fulfilled for monomer city portfolio and is more than single logistics transporting device service load；
When either site is open-minded, other city can be just covered；
If any two does not collect relation between city, covering relation is not present between two cities.
12. Bus stop planning method according to claim 9, it is characterized in that,
The decision variable includes X and Y, wherein：
Wherein, i and j represents city, CP-NRepresent the set for not yet opening up website city, MNRepresentative not yet opens up website city Buddhist monk
Do not opened up website city covering city between collect set of relationship, o.w. represents city i and j and is not covered with relation.
13. a kind of Bus stop planning device, it is characterized in that, including：
Screening unit, it is configured to determination and opens up website city and its coverage；
Unit is collected, foundation is configured to and respectively collects relation；
Integral unit, it is configured to more newly open website city gather and its coverage；
Output unit, it is configured to export program results.
14. a kind of equipment, it is characterized in that, the equipment includes：
One or more processors；
Memory, for storing one or more programs,
When one or more of programs are by one or more of computing devices so that one or more of processors
Perform the method as any one of claim 1-12.
15. a kind of computer-readable recording medium for being stored with computer program, it is characterized in that, when the program is executed by processor
Realize the method as any one of claim 1-12.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109583622A (en) * | 2018-10-15 | 2019-04-05 | 顺丰科技有限公司 | A kind of Distribution Center choosing method, device, server and storage medium |
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