Simplex crossover for real-coded genetic algolithms

Transactions of the Japanese Society for Artificial Intelligence

Volumn 16, Issue 1, 2001, Pages 147-155

  Higuchi, Takahide ^a   Tsutsui, Shigeyoshi ^b   Yamamura, Masayuki ^a  

^a TOKYO INSTITUTE OF TECHNOLOGY   (Japan)

^b HANNAN UNIVERSITY   (Japan)

Author keywords

Function optimization; Genetic algorithms; Real coded GA; Simplex crossover; SPX

Indexed keywords

FUNCTION OPTIMIZATION; REAL-CODED GA; SIMPLEX CROSSOVER; SPX;

CODES (SYMBOLS); ENCODING (SYMBOLS); LINEAR SYSTEMS; OPTIMIZATION; REAL TIME SYSTEMS;

GENETIC ALGORITHMS;

EID: 18544376678     PISSN: 13460714     EISSN: 13468030     Source Type: Journal    
DOI: 10.1527/tjsai.16.147     Document Type: Article

References (8)

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3. [Kita 99] Kita, H. and Yamamura, M.: A Functional Spacialization Hypothesis for Designing Genetic Algorithms, in IEEE International Conference on Systems, Man, and Cybernetics, p. 250 (1999).
4. [Ono 97] Ono, I. and Kobayashi, S.: A Real-coded Genetic Algorithm for Function Optimization Using Unimodal Normal Distribution Crossover, in Proc. 7th ICGA, pp. 246-253 (1997).
5. [Salomon 96] Salomon, R.: Performance Degradation of Genetic Algorithms under Coodinate Rotation, in Proc. of the Fifth Annual Conference on Evolutionary Programming, pp. 155-161 (1996).
6. [Tsutsui 99] Tsutsui, S., Yamamura, M., and Higuchi, T.: Multi-parent Recombination with Simplex Crossover in Real Coded Genetic Algorithms, in Proc. of the Genetic and Evolutionary Computation Conference, Vol. 1, pp. 657-664 (1999).
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8. Japanese only