Title :
A New Particle Swarm Optimization with Quadratic Interpolation
Author :
Pant, Millie ; Radha, T. ; Singh, V.P.
Author_Institution :
IIT Roorkee, Saharanpur
Abstract :
In this paper we have presented a new variant of Basic Particle Swarm Optimization (BPSO) algorithm named QIPSO for solving global optimization problems. The QIPSO algorithm makes use of a multiparent, quadratic crossover/reproduction operator defined by us in the BPSO algorithm. We have compared it with Basic Particle Swarm Optimization and the numerical results show that QIPSO outperforms the BPSO algorithm in all the sixteen cases taken in this study.
Keywords :
interpolation; particle swarm optimisation; QIPSO algorithm; global optimization problem; multiparent crossover/reproduction operator; particle swarm optimization; quadratic crossover/reproduction operator; quadratic interpolation; Computational intelligence; Equations; Evolution (biology); Evolutionary computation; Genetic mutations; Interpolation; Life testing; Paper technology; Particle swarm optimization; Stochastic processes;
Conference_Titel :
Conference on Computational Intelligence and Multimedia Applications, 2007. International Conference on
Conference_Location :
Sivakasi, Tamil Nadu
Print_ISBN :
0-7695-3050-8
DOI :
10.1109/ICCIMA.2007.95
