The Transactions of the Korean Institute of Electrical Engineers D (대한전기학회논문지:시스템및제어부문D)

The Korean Institute of Electrical Engineers (대한전기학회)
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Development of a Modified Real-valued Genetic Algorithm with an Improved Crossover

교배방법의 개선을 통한 변형 실수형 유전알고리즘 개발

  • 이덕규 (연세대 공대 전기전자공학과) ;
  • 이성환 (현대중공업 기전연구소) ;
  • 우천희 (명지전문대 전기과) ;
  • 김학배 (연세대 공대 전기전자공학과)
  • Published : 2000.12.01
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Abstract

In this paper, a modified real-valued genetic algorithm is developed by using the meiosis for human's chromosome. Unlike common crossover methods adapted in the conventional genetic algorithms, our suggested modified real-valued genetic algorithm makes gametes by conducting the meiosis for individuals composed of chromosomes, and then generates a new individual through crossovers among those. Ultimately, when appling it for the gas data of Box-Jenkin, model and parameter identifications can be concurrently done to construct the optimal model of a neural network in terms of minimizing with the structure and the error.

Keywords

References

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