The $k$-coloring fitness landscape - Inria - Institut national de recherche en sciences et technologies du numérique Access content directly
Journal Articles Journal of Combinatorial Optimization Year : 2011

The $k$-coloring fitness landscape

Abstract

This paper deals with the fitness landscape analysis of the $k$-coloring problem. We study several standard instances extracted from the second DIMACS benchmark. Statistical indicators are used to investigate both global and local structure of fitness landscapes. An approximative distance on the $k$-coloring space is proposed to perform these statistical measures. Local search operator trajectories on various landscapes are then studied using the time series analysis. Results are used to better understand the behavior of metaheuristics based on local search when dealing with the graph coloring problem.

Dates and versions

hal-00836736 , version 1 (21-06-2013)

Identifiers

Cite

Hind Bouziri, Khaled Mellouli, El-Ghazali Talbi. The $k$-coloring fitness landscape. Journal of Combinatorial Optimization, 2011, 21, pp.306-329. ⟨10.1007/s10878-009-9249-2⟩. ⟨hal-00836736⟩
75 View
0 Download

Altmetric

Share

Gmail Facebook X LinkedIn More