Title :
Chaotic Differential Evolution Applied to Electromagnetics Optimization
Author :
Coelho, Leandro Dos Santos ; Mariani, Viviana Cocco
Author_Institution :
Production & Syst. Eng. Graduate Program, Pontifical Catholic Univ. of Parana, Curitiba
Abstract :
This work presents a new global optimization algorithm based on differential evolution (DE) method and DE combined with chaotic sequences (DEC) given by logistic map. In this paper, the optimal shape design of Loney´s solenoids benchmark problem is carried out by DE and DEC algorithms. The results of DE and DEC approaches are also investigated and their performance compared with those reported in the literature
Keywords :
chaos; electromagnetic fields; evolutionary computation; optimisation; solenoids; Loney solenoids benchmark problem; chaotic differential evolution; chaotic sequences; electromagnetics optimization; global optimization algorithm; logistic map; Algorithm design and analysis; Chaos; Design optimization; Electronic mail; Evolutionary computation; Genetic mutations; Logistics; Optimization methods; Solenoids; Stochastic processes;
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-06.2006.1633020
