A New Particle Swarm Optimization with Quadratic Interpolation
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.