Title :
A novel evolutionary operator for variable-dimensional optimization
Author :
Chih-Li Huo ; Tsung-Ying Sun
Author_Institution :
Dept. of Electr. Eng., Nat. Dong Hwa Univ., Hualien, Taiwan
Abstract :
This paper studied the variable-dimensional optimizer in order to solve the variable-dimensional numerical optimization problem. Unlike employing conventional variable-length crossover, this paper developed a novel pseudo addition and subtraction for evolutionary procedure. The pseudo operations can perform vectors computing with different length vectors. Thus, each individual can be evolved with other different length individuals.
Keywords :
evolutionary computation; optimisation; vectors; evolutionary operator; length vectors; pseudo addition; pseudo subtraction; variable-dimensional numerical optimization problem; variable-length crossover; Biological cells; Educational institutions; Genetic algorithms; Optimization; Sociology; Statistics; Vectors; Variable-dimensional optimizer;
Conference_Titel :
Fuzzy Theory and Its Applications (iFUZZY), 2013 International Conference on
Conference_Location :
Taipei
DOI :
10.1109/iFuzzy.2013.6825414
