Title :
Reduction of communication quantity for network based parallel GA
Author :
Kojima, Kazunori ; Matsuo, Hiroshi ; Ishigame, Masaaki
Author_Institution :
Iwate Prefecture Univ., Japan
fDate :
6/24/1905 12:00:00 AM
Abstract :
This paper introduces network based parallel genetic algorithm (NBPGA) we proposed before, and considers a reduction method of communication for NBPGA. NBPGA is implemented on ordinary single-processor computers, workstations or personal computers, by using client-server model. To evaluate NBPGA, we applied it to a few problems, and considered the reduction in communication quantity
Keywords :
genetic algorithms; parallel algorithms; client-server model; communication quantity; network based parallel genetic algorithm; ordinary single-processor computers; reduction method; Biological cells; Concurrent computing; Genetic algorithms; Genetic mutations; Hardware; Java; Local area networks; Microcomputers; Network servers; Parallel processing;
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.2002.1004501
