On the Shared Transportation Problem: Computational Hardness and Exact Approach

IF 0.6 4区 计算机科学 Q4 COMPUTER SCIENCE, THEORY & METHODS
Tom Davot, R. Giroudeau, J. König
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引用次数: 0

Abstract

In our modern societies, a certain number of people do not own a car, by choice or by obligation. For some trips, there is no or few alternatives to the car. One way to make these trips possible for these people is to be transported by others who have already planned their trips. We propose to model this problem using as path-finding problem in a list edge-colored graph. This problem is a generalization of the [Formula: see text]-path problem, studied by Böhmová et al. We consider two optimization functions: minimizing the number of color changes and minimizing the number of colors. We study for the previous problems, the classic complexity (polynomial-case, NP-completeness, hardness of approximation) and parameter complexity (W[2]-hardness) even in restricted cases. We also propose a lower bound for exact algorithm. On the positive side we provide a polynomial-time approximation algorithm and a FPT algorithm.
关于共享交通问题:计算硬度和精确方法
在我们的现代社会中,由于选择或义务,一定数量的人没有汽车。对于一些旅行来说,除了汽车,没有或几乎没有其他选择。让这些人能够进行这些旅行的一种方法是由其他已经计划好旅行的人运送。我们建议使用列表边着色图中的路径查找问题来对这个问题进行建模。这个问题是Böhmová等人研究的[公式:见正文]路径问题的推广。我们考虑两个优化函数:最小化颜色变化的数量和最小化颜色的数量。对于前面的问题,我们研究了经典复杂度(多项式情况、NP完全性、近似硬度)和参数复杂度(W[2]-硬度),即使在有限的情况下也是如此。我们还提出了精确算法的一个下界。在积极的方面,我们提供了多项式时间近似算法和FPT算法。
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来源期刊
International Journal of Foundations of Computer Science
International Journal of Foundations of Computer Science 工程技术-计算机:理论方法
CiteScore
1.60
自引率
12.50%
发文量
63
审稿时长
3 months
期刊介绍: The International Journal of Foundations of Computer Science is a bimonthly journal that publishes articles which contribute new theoretical results in all areas of the foundations of computer science. The theoretical and mathematical aspects covered include: - Algebraic theory of computing and formal systems - Algorithm and system implementation issues - Approximation, probabilistic, and randomized algorithms - Automata and formal languages - Automated deduction - Combinatorics and graph theory - Complexity theory - Computational biology and bioinformatics - Cryptography - Database theory - Data structures - Design and analysis of algorithms - DNA computing - Foundations of computer security - Foundations of high-performance computing
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