Title :
Deterministic crowding, recombination and self-similarity
Author_Institution :
Sch. of Inf. Technol. & Electr. Eng., Queensland Univ., Brisbane, Qld., Australia
fDate :
6/24/1905 12:00:00 AM
Abstract :
This paper proposes a new crossover operation named asymmetric two-point crossover (ATC). We show how deterministic crowding can be successful in the HIFF problem and the M7 function with this new crossover. We also point out that self-similarity in the solution plays an important role in the success of ATC
Keywords :
deterministic algorithms; evolutionary computation; HIFF problem; M7 function; asymmetric two-point crossover; crossover operation; deterministic crowding; self similarity; Australia; Costs; Genetic algorithms; Genetic mutations; Information technology; Optimization methods; Sampling methods; Search problems; Stochastic processes;
Conference_Titel :
Evolutionary Computation, 2002. CEC '02. Proceedings of the 2002 Congress on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-7282-4
DOI :
10.1109/CEC.2002.1004467
