Extraction of landscape information based on a quality control approach and its applications to mutation in GAExtraction of landscape information based on a quality control approach and its applications to mutation in GA

  • Authors:

  • Mitsukuni Matayoshi;Morikazu Nakamura;Hayao Miyagi

  • Affiliations:

  • Okinawa International Univ., Okinawa, Japan;Univ. of the Ryukyus, Okinawa, Japan;Univ. of the Ryukyus, Okinawa, Japan

  • Venue:
  • Proceedings of the 8th annual conference on Genetic and evolutionary computation
  • Year:
  • 2006

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Abstract

We introduce an attraction hypothesis and repulsion hypothesis on combinations of genes and we characterize "gene/locus pair" as a "Unique Inheritance" if the pair satisfies one of the hypotheses. We propose a method based on a statistical approach to extract a set of gene-locus pairs characterized as "Unique Inheritance", and also two new genetic operations, attraction mutation and repulsion mutation.