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TEC
2010
98views more  TEC 2010»
14 years 11 months ago
Diversity Improvement by Non-Geometric Binary Crossover in Evolutionary Multiobjective Optimization
Hisao Ishibuchi, Noritaka Tsukamoto, Yusuke Nojima
GECCO
2007
Springer
163views Optimization» more  GECCO 2007»
15 years 11 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...
GECCO
2004
Springer
104views Optimization» more  GECCO 2004»
15 years 10 months ago
Optimization of Constructive Solid Geometry Via a Tree-Based Multi-objective Genetic Algorithm
This paper presents the multi-objective evolutionary optimization of three-dimensional geometry represented via constructive solid geometry (CSG), a binary tree of boolean operatio...
Karim Hamza, Kazuhiro Saitou
GECCO
2006
Springer
167views Optimization» more  GECCO 2006»
15 years 8 months ago
Estimating the destructiveness of crossover on binary tree representations
In some cases, evolutionary algorithms represent individuals as typical binary trees with n leaves and n-1 internal nodes. When designing a crossover operator for a particular rep...
Luke Sheneman, James A. Foster