Title :
Adaptive niche hierarchy genetic algorithm
Author :
Dunwei, Gong ; Fengping, Pan ; Shifan, Xu
Abstract :
The niche technology and hierarchy genetic algorithm are combined in this paper. Adaptive hierarchy genetic algorithm based on niche sharing and crowding strategy is presented. The algorithm improves genetic algorithm from not only encoding method but also operators. Thus it has strong search ability and it is easy to find many global optimums. Simulation results validate its efficiency.
Keywords :
genetic algorithms; adaptive niche hierarchy genetic algorithm; niche sharing; simulation results; Biological cells; Constitution; Convergence; Dispatching; Educational institutions; Electronic switching systems; Encoding; Genetic algorithms; Nonlinear control systems; Production systems;
Conference_Titel :
TENCON '02. Proceedings. 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering
Print_ISBN :
0-7803-7490-8
DOI :
10.1109/TENCON.2002.1181209
