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蚁群算法-解决对称旅行商问题,算法好,发表国际期刊

于 2022-06-20 发布 文件大小:94.43 kB
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Foradynamictravelingsalesmanproblem(DTSP),theweights(ortravelingtimes)betweentwocities(ornodes)maybesubjecttochanges.Antcolonyoptimization(ACO)algorithmshaveprovedtobepowerfulmethodstotacklesuchproblemsduetotheiradaptationcapabilities.Ithasbeenshownthattheinte-grationoflocalsearchoperatorscansignificantlimprovetheperformanceofACO.Inthispaper,amemeticACOalgorithm,wherealocalsearchoperator(calledunstringandstring)isintegratedintoACO,isproposedtoaddressDTSPs.ThebestsolutionfromACOispassedtothelocalsearchoperator,whichremovesandinsertscitiesinsuchawaythatimprovesthesolu-tionquality.TheproposedmemeticACOalgorithmisdesignedtoaddressbothsymmetricandasymmetricDTSPs.Theexperimen-talresultsshowtheefficiencoftheproposedmemeticalgorithmforaddressingDTSPsincomparisonwithotherstate-of-the-artalgorithms.

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  • 蚁群算法-解决对称旅行商问题,算法好,发表国际期刊
    Foradynamictravelingsalesmanproblem(DTSP),theweights(ortravelingtimes)betweentwocities(ornodes)maybesubjecttochanges.Antcolonyoptimization(ACO)algorithmshaveprovedtobepowerfulmethodstotacklesuchproblemsduetotheiradaptationcapabilities.Ithasbeenshownthattheinte-grationoflocalsearchoperatorscansignificantlimprovetheperformanceofACO.Inthispaper,amemeticACOalgorithm,wherealocalsearchoperator(calledunstringandstring)isintegratedintoACO,isproposedtoaddressDTSPs.ThebestsolutionfromACOispassedtothelocalsearchoperator,whichremovesandinsertscitiesinsuchawaythatimprovesthesolu-tionquality.TheproposedmemeticACOalgorithmisdesignedtoaddressbothsymmetricandasymmetricDTSPs.Theexperimen-talresultsshowtheefficiencoftheproposedmemeticalgorithmforaddressingDTSPsincomparisonwithotherstate-of-the-artalgorithms.
    2022-06-20 01:03:18下载
    积分:1
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