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An interactive bi-objective shortest path approach: searching for unsupported nondominated solutions

机译:交互式双目标最短路径方法:搜索不受支持的非支配解决方案

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摘要

In many network routing problems several conflicting objectives must be considered. Even for the bi-objective shortest path problem, generating and presenting the whole set of nondominated solutions (paths) to a decision maker, in general, is not effective because the number of these paths can be very large. Interactive procedures are adequate to overcome these drawbacks. Current et al. [1] proposed an interactive approach based on a NISE-like procedure to search for nondominated supported solutions and using auxiliar constrained shortest path problems to carry out the search inside the duality gaps. In this paper we propose a new interactive approach to search for unsupported nondominated solutions (lying inside duality gaps) based on a k-shortest path procedure. Both approaches are compared.
机译:在许多网络路由问题中,必须考虑几个冲突的目标。即使对于双目标最短路径问题,通常也无法生成整个非支配解(路径)并将其呈现给决策者,因为这些路径的数量可能很大。交互式程序足以克服这些缺点。目前等。 [1]提出了一种基于类似于NISE的过程的交互式方法来搜索非支配的支持解,并使用辅助约束的最短路径问题在对偶间隙内进行搜索。在本文中,我们提出了一种新的交互式方法,该方法基于k最短路径过程来搜索不受支持的非支配解(位于对偶间隙内)。比较两种方法。

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