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HEURISTICS
2007
66views more  HEURISTICS 2007»
13 years 10 months ago
Improving crossover operator for real-coded genetic algorithms using virtual parents
Domingo Ortiz-Boyer, César Hervás-Ma...
EOR
2008
106views more  EOR 2008»
13 years 11 months ago
Global and local real-coded genetic algorithms based on parent-centric crossover operators
Parent-centric real-parameter crossover operators create the offspring in the neighbourhood of one of the parents, the female parent. The other parent, the male one, defines the r...
Carlos García-Martínez, Manuel Lozan...
GECCO
2007
Springer
160views Optimization» more  GECCO 2007»
14 years 5 months ago
An analysis of constructive crossover and selection pressure in genetic programming
A common problem in genetic programming search algorithms is destructive crossover in which the offspring of good parents generally has worse performance than the parents. Design...
Huayang Xie, Mengjie Zhang, Peter Andreae
AIR
1998
103views more  AIR 1998»
13 years 10 months ago
Tackling Real-Coded Genetic Algorithms: Operators and Tools for Behavioural Analysis
Abstract. Genetic algorithms play a significant role, as search techniques for handling complex spaces, in many fields such as artificial intelligence, engineering, robotic, etc...
Francisco Herrera, Manuel Lozano, José L. V...
GECCO
2007
Springer
163views Optimization» more  GECCO 2007»
14 years 5 months ago
Effects of the use of non-geometric binary crossover on evolutionary multiobjective optimization
In the design of evolutionary multiobjective optimization (EMO) algorithms, it is important to strike a balance between diversity and convergence. Traditional mask-based crossover...
Hisao Ishibuchi, Yusuke Nojima, Noritaka Tsukamoto...