基于改进蚁群算法的露天矿卡车优化调度分析

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1、西安建筑科技大学硕士学位论文StripMineTruckOptimizationSchedulingResearchBasedonImprovedAntColonyAlgorithmMajor:SystemsEngineeringName:LiuHaoYangInstructor:Prof.JiQi-chunAbstractStripMineisalargecomplicatedsystemprojectwhichiscenteredinexcavationandlinkedbytransportation.Asthemor

2、eautomaticalandmechanizationofminingequipment,thehighercosthastopayfortransportationandenergyconsumption,soitisquiteimportanttofindasolutionforstripminehowtooptimaloperatethetransportequipment.Thecomputerizedoptimaloperationoftruckissignificanceforstripminebecausei

3、tcanimprovetransportationequipment’sefficiencyandreducetheminingcostbypreventingtheblindnessofdispatchingandcontrollingduringtheprocedureandusingequipmentefficiently.Thispapertakesastripmineasanexampletoresearchthedeterminationforbestroutineoftruckoptimaloperationa

4、ndtrafficplanning,whichisaroundtransportnetworknodemodel,combinedwiththerequirementsofitsproduction.Thispaperusesantcolonyalgorithmtogetabestroutineforstripminetruckcourse.Firstofall,introducesaclassicaloptimaloperationproblemandatraditionalmethodtogetabestroutinea

5、ndanalysisitsadvantageanddisadvantage;secondly,byusingantcolonyalgorithmgetabestroutinefortruckofastripminementionedaboveandmakeaimprovementprojecttosolvethetraditionalantcolonyalgorithm’sproblem,especiallytakinglongtimeforsearchingandeasilyfallingintolocaloptimum;

6、lastly,simulatetheOliver30TSPusingsoftwareMATLABthentheresultshowsthattheimprovedantcolonyalgorithmisbetterthanthetraditionalone,nomattertheminimumnumberofiterationsandbestroutine.Then,thisarticlestudiesthestripmine’strafficplanning.Astheconstraintconditionofthestr

7、ipmine,thetraditionalmanpowercontrolisblindnessandplanlesssothepaperalsodesignsatrafficplanningmulti-objectivemodeltofindasolutionfor西安建筑科技大学硕士学位论文this.Inthispaper,wechangethetrafficplanningproblemfrommuti-objectivetosinglesolvingmanytimesandthroughwritingamodellin

8、goprogram(usingaprofessionalsoftware,lingo)togetaglobaloptimalsolution.Finally,combiningwiththegreedyalgorithm,truckswaitingforandtrucktransferid