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Shortest Paths with Ordinal Weights

2018/08/28 by Luca E. Schäfer, Tobias Dietz, Schäfer, Luca E. +7
Computer Science · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Optimization and Control (math.OC) #cs.DS #math.OC

paper · pdf · doi:10.48550/arxiv.1808.09410

24 pages, 8 figures, 2 tables

arxiv created 2018/09/06 · arxiv updated 2018/09/07

Abstract

We investigate the single-source-single-destination "shortest" paths problem in acyclic graphs with ordinal weighted arc costs. We define the concepts of ordinal dominance and efficiency for paths and their associated ordinal levels, respectively. Further, we show that the number of ordinally non-dominated paths vectors from the source node to every other node in the graph is polynomially bounded and we propose a polynomial time labeling algorithm for solving the problem of finding the set of ordinally non-dominated paths vectors from source to sink.

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