DocumentCode :
412642
Title :
IS-PAES: switching constraints on and off for multiobjective optimization
Author :
Aguirre, Arturo Hernandez ; Rionda, Salvador Botello ; Lizárraga, Giovanni Lizárraga ; Coello, Carlos A Coello
Author_Institution :
Center for Res. in Math., Mexico
Volume :
2
fYear :
2003
fDate :
8-12 Dec. 2003
Firstpage :
1162
Abstract :
We introduce inverted and shrinkable Pareto archived evolutionary strategies, IS-PAES. This is an evolutionary algorithm for multiple objective optimization with constraint handling. IS-PAES inherits from PAES the use of an adaptable grid to keep diversity, but here this grid can grow and shrink dynamically until the constraints are met. We propose a novel approach to select a mixture of promising individuals. Several examples of the literature are used to show the potential of ISPAES.
Keywords :
Pareto optimisation; constraint handling; genetic algorithms; search problems; IS-PAES; Pareto archived evolutionary strategy; evolutionary algorithm; inverted strategy; multiobjective optimization; switching constraint; Computer science; Constraint optimization; Evolutionary computation; Functional programming; Mathematics; Vectors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Evolutionary Computation, 2003. CEC '03. The 2003 Congress on
Print_ISBN :
0-7803-7804-0
Type :
conf
DOI :
10.1109/CEC.2003.1299800
Filename :
1299800
Link To Document :
بازگشت