Title :
On a multi-strategy approach in evolutionary computation
Author :
Dubois, Laurent ; Fukuda, Toshio
Author_Institution :
Dept. of Micro Syst. Eng., Nagoya, Japan
Abstract :
In this paper, we present a method based on possibility theory to deal with the optimization of dynamic problems or to increase the performance of the so-called evolutionary algorithms in the resolution of static problems. Two examples of the application of a such a multi-strategy approach are provided to show the interest of this methodology in evolutionary computation
Keywords :
genetic algorithms; possibility theory; software performance evaluation; dynamic problem optimization; evolutionary algorithm performance improvement; evolutionary computation; multi-strategy approach; possibility theory; static problems; Application software; Biological cells; Evolutionary computation; Fuzzy systems; Genetic algorithms; Genetic programming; Optimization methods; Possibility theory; Switches; Systems engineering and theory;
Conference_Titel :
Evolutionary Computation, 1996., Proceedings of IEEE International Conference on
Conference_Location :
Nagoya
Print_ISBN :
0-7803-2902-3
DOI :
10.1109/ICEC.1996.542663
