Nonlinear numerical optimization with use of a hybrid Genetic Algorithm incorporating the Modified Powell method

Masahiro Okamoto, Taisuke Nonaka, Shuichiro Ochiai, Daisuke Tominaga

研究成果: ジャーナルへの寄稿記事

35 引用 (Scopus)

抄録

We propose the hybrid numerical optimization technique which incorporates the Genetic Algorithm (GA) into the Modified Powell method. Escaping from trapping in the local minimum, this procedure can seek out the global minimum with considerably fast convergence. The effectiveness was shown especially for the minimum search problem of a variable-separable multi peak (bottom) function having over 20 000 local minima within the parameter searching region.

元の言語英語
ページ(範囲)63-72
ページ数10
ジャーナルApplied Mathematics and Computation
91
発行部数1
DOI
出版物ステータス出版済み - 1 1 1998

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Hybrid Genetic Algorithm
Numerical Optimization
Nonlinear Optimization
Local Minima
Genetic algorithms
Hybrid Optimization
Search Problems
Global Minimum
Numerical Techniques
Trapping
Optimization Techniques
Genetic Algorithm

All Science Journal Classification (ASJC) codes

  • Computational Mathematics
  • Applied Mathematics

これを引用

Nonlinear numerical optimization with use of a hybrid Genetic Algorithm incorporating the Modified Powell method. / Okamoto, Masahiro; Nonaka, Taisuke; Ochiai, Shuichiro; Tominaga, Daisuke.

:: Applied Mathematics and Computation, 巻 91, 番号 1, 01.01.1998, p. 63-72.

研究成果: ジャーナルへの寄稿記事

Okamoto, Masahiro ; Nonaka, Taisuke ; Ochiai, Shuichiro ; Tominaga, Daisuke. / Nonlinear numerical optimization with use of a hybrid Genetic Algorithm incorporating the Modified Powell method. :: Applied Mathematics and Computation. 1998 ; 巻 91, 番号 1. pp. 63-72.
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