A mutation-selection algorithm for the problem of minimum brauer chains

  • Authors:
  • Arturo Rodriguez-Cristerna;José Torres-Jiménez;Ivan Rivera-Islas;Cindy G. Hernandez-Morales;Hillel Romero-Monsivais;Adan Jose-Garcia

  • Affiliations:
  • Information Technology Laboratory, CINVESTAV-Tamaulipas, Cd. Victoria Tamps., Mexico;Information Technology Laboratory, CINVESTAV-Tamaulipas, Cd. Victoria Tamps., Mexico;Information Technology Laboratory, CINVESTAV-Tamaulipas, Cd. Victoria Tamps., Mexico;Information Technology Laboratory, CINVESTAV-Tamaulipas, Cd. Victoria Tamps., Mexico;Information Technology Laboratory, CINVESTAV-Tamaulipas, Cd. Victoria Tamps., Mexico;Information Technology Laboratory, CINVESTAV-Tamaulipas, Cd. Victoria Tamps., Mexico

  • Venue:
  • MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
  • Year:
  • 2011

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Abstract

This paper aims to face the problem of getting Brauer Chains (BC) of minimum length by using a Mutation-Selection (MS) algorithm and a representation based on the Factorial Number System (FNS). We explain our MS strategy and report the experimental results for a benchmark considered difficult to show that this approach is a viable alternative to solve this problem by getting the shortest BCs reported in the literature and in a reasonable time. Also, it was used a fine-tuning process for the MS algorithm, which was done with the help of Covering Arrays (CA) and the solutions of a Diophantine Equation (DE).