Title :
Double-constrained optimization of optical component selection problem using genetic elitism and double string coding
Author :
Dallaali, Mohammad Amin ; Premaratne, Malin
Author_Institution :
Dept. of Electr. & Comput. Syst. Eng., Monash Univ., Clayton, Vic., Australia
Abstract :
The genetic elitism and double string coding were used to solve the optical component problem. For the first time, two constraints were applied where both were combined together using a merging function. The results show that the algorithm maintains feasibility of the constraints while it converges to the steady state value.
Keywords :
constraint handling; encoding; genetic algorithms; optical elements; double string coding; double-constrained optimization; genetic elitism; merging function; optical component selection problem; steady state value; Attenuation; Computational modeling; Computer simulation; Constraint optimization; Cost function; Genetic engineering; Genetic mutations; Laboratories; Optical devices; Systems engineering and theory;
Conference_Titel :
Numerical Simulation of Optoelectronic Devices, 2004. NUSOD '04. Proceedings of the 4th International Conference on
Print_ISBN :
0-7803-8530-6
DOI :
10.1109/NUSOD.2004.1345164