TY - GEN
T1 - SVPCGA : Selection on virtual population based compact genetic algorithm
AU - HONG, Yi
AU - KWONG, Sam
AU - WANG, Hanli
AU - XIE, Zhihui
AU - REN, Qingsheng
PY - 2008
Y1 - 2008
N2 - This paper describes a novel virtual population based truncation selection operator that extends our previously proposed virtual population based tournament selection operator [1]. Moreover, two extensions of compact genetic algorithm (CGA) that make use of virtual population based selection operators are presented in this paper: one is the tournament selection on virtual population based compact genetic algorithm (SVPCGA-TO); the other is the truncation selection on virtual population based compact genetic algorithm (SVPCGA-TR). Both SVPCGA-TO and SVPCGA-TR are tested on several benchmark problems and their results are compared with those obtained by CGA [2] and ne-CGA [3] Some superiorities of SVPCGA in search reliability can be achieved. © 2008 IEEE.
AB - This paper describes a novel virtual population based truncation selection operator that extends our previously proposed virtual population based tournament selection operator [1]. Moreover, two extensions of compact genetic algorithm (CGA) that make use of virtual population based selection operators are presented in this paper: one is the tournament selection on virtual population based compact genetic algorithm (SVPCGA-TO); the other is the truncation selection on virtual population based compact genetic algorithm (SVPCGA-TR). Both SVPCGA-TO and SVPCGA-TR are tested on several benchmark problems and their results are compared with those obtained by CGA [2] and ne-CGA [3] Some superiorities of SVPCGA in search reliability can be achieved. © 2008 IEEE.
UR - http://www.scopus.com/inward/record.url?scp=55749099490&partnerID=8YFLogxK
U2 - 10.1109/CEC.2008.4630809
DO - 10.1109/CEC.2008.4630809
M3 - Conference paper (refereed)
SP - 265
EP - 272
BT - 2008 IEEE Congress on Evolutionary Computation, CEC 2008
ER -