A Multi-pipe Path Planning by Modified Ant Colony Optimization

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摘要 Pathplanningin3Dgeometryspaceisusedtofindanoptimalpathintherestrictedenvironment,accordingtoacertainevaluationcriteria.Tosolvetheproblemoflongsearchingtimeandslowsolvingspeedin3Dpathplanning,amodifiedantcolonyoptimizationisproposedinthispaper.Firstly,thegridmethodforenvironmentmodelingisadopted.Heuristicinformationisconnectedwiththeplanningspace.Asemi-iterativeglobalpheromoneupdatemechanismisproposed.Secondly,theoptimalantsmutatethepathstoimprovethediversityofthealgorithmafteradefinediterativenumber.Thirdly,co-evolutionaryalgorithmisused.Finally,thesimulationresultshowstheeffectivenessoftheproposedalgorithminsolvingtheproblemof3Dpipepathplanning.
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出版日期 2011年01月11日(中国期刊网平台首次上网日期,不代表论文的发表时间)
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