TY - GEN
T1 - Hybrid approach for improved particle swarm optimization using Adaptive plan system with genetic algorithm
AU - Hieu, Pham Ngoc
AU - Hasegawa, Hiroshi
PY - 2011
Y1 - 2011
N2 - To reduce a large amount of calculation cost and to improve the convergence to the optimal solution for multi-peak optimization problems with multi-dimensions, we purpose a new method of Adaptive plan system with Genetic Algorithm (APGA). This is an approach for Improved Particle Swarm Optimization (PSO) using APGA. The hybrid strategy using APGA is introduced into PSO operator (H-PSOGA) to improve the convergence towards the optimal solution. The H-PSOGA is applied to some benchmark functions with 20 dimensions to evaluate its performance.
AB - To reduce a large amount of calculation cost and to improve the convergence to the optimal solution for multi-peak optimization problems with multi-dimensions, we purpose a new method of Adaptive plan system with Genetic Algorithm (APGA). This is an approach for Improved Particle Swarm Optimization (PSO) using APGA. The hybrid strategy using APGA is introduced into PSO operator (H-PSOGA) to improve the convergence towards the optimal solution. The H-PSOGA is applied to some benchmark functions with 20 dimensions to evaluate its performance.
KW - Adaptive system
KW - Genetic algorithms (GAs)
KW - Multi-peak problems
KW - Particle Swarm Optimization (PSO)
UR - http://www.scopus.com/inward/record.url?scp=84862173695&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84862173695&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:84862173695
SN - 9789898425836
T3 - ECTA 2011 FCTA 2011 - Proceedings of the International Conference on Evolutionary Computation Theory and Applications and International Conference on Fuzzy Computation Theory and Applications
SP - 267
EP - 272
BT - ECTA 2011 FCTA 2011 - Proceedings of the International Conference on Evolutionary Computation Theory and Applications and International Conference on Fuzzy Computation Theory and Applications
T2 - International Conference on Evolutionary Computation Theory and Applications, ECTA 2011 and International Conference on Fuzzy Computation Theory and Applications, FCTA 2011
Y2 - 24 October 2011 through 26 October 2011
ER -