Title :
Use of Cultural Particle Swarm Optimization for Loney´s Solenoids Design
Author :
Coelho, Leandro Dos Santos ; Mariani, Viviana Cocco
Author_Institution :
Graduate Program of Production & Syst. Eng., Parana Pontifical Catholic Univ., Curitiba
Abstract :
This work presents the use of particle swarm optimization (PSO) techniques with the particles´ population space based on normative knowledge of cultural algorithms (CA). In this work, the optimal shape design of Loney´s solenoids benchmark problem is carried out by PSO, PSO-CA, Gaussian PSO and Gaussian PSO-CA approaches
Keywords :
Gaussian processes; particle swarm optimisation; solenoids; Gaussian PSO; Loney solenoids design; cultural algorithms; optimal shape design; particle population space; particle swarm optimization; Algorithm design and analysis; Cultural differences; Design optimization; Equations; Gaussian distribution; Optimization methods; Particle swarm optimization; Probability distribution; Random number generation; Solenoids;
Conference_Titel :
Electromagnetic Field Computation, 2006 12th Biennial IEEE Conference on
Conference_Location :
Miami, FL
Print_ISBN :
1-4244-0320-0
DOI :
10.1109/CEFC-06.2006.1633272
