Incremental genetic programming via genetic transposition

  • Authors:
  • Ivan Tanev;Tüze Kuyucu;Katsunori Shimohara

  • Affiliations:
  • Doshisha University, Kyotanabe, Japan;Doshisha University, Kyotanabe, Japan;Doshisha University, Kyotanabe, Japan

  • Venue:
  • Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
  • Year:
  • 2011

Quantified Score

Hi-index 0.00

Visualization

Abstract

Genetic transposition is a process of moving sequences of DNA to different positions within the genome of a single cell. Inspired by the role of genetic transposons in biology, we introduce a genetic transposition inspired mechanism in genetic programming (GP). This mechanism, a simple variation from seeding in incremental evolution, provides a more effective approach to the evolution of systems with multiple features.