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一种基于遗传算法的多模式多标准路径规划方法
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Journal Article
一种基于遗传算法的多模式多标准路径规划方法
2014
Overview
多标准路径规划是公众出行信息服务的研究热点。然而，多标准路径规划本质上是具有NP特性的多标准决策问题，且涉及多种交通出行模式。多个不同标准的权重设置将直接影响路径规划结果。因此，如何科学合理地设置不同标准的权重成为多标准路径规划中的技术瓶颈。本文提出一种适应多模式交通网络环境的多标准路径规划方法，借鉴遗传算法在求解多标准优化问题中的优势，将其扩展到多模式多标准路径规划中。该方法避免了不同出行标准权重设置中的主观性和不确定性，能够实现更为灵活的交通出行模式自动化组合，为出行者提供满足个性化需求的、多标准的出行路径规划服务。
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