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161
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GECCO
2005
Springer
16 years 1 days ago
2005
Springer
A genetic algorithm encoding is proposed which is able to automatically satisfy a class of important cardinality constraints where the set of distinct values of the design variabl...
163
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GECCO
2005
Springer
16 years 1 days ago
2005
Springer
We introduce a clustering-based method of subpopulation management in genetic programming (GP) called Evolutionary Tree Genetic Programming (ETGP). The biological motivation behin...
166
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GECCO
2005
Springer
16 years 1 days ago
2005
Springer
The three mechanisms of crossover are transmission, assortment, and respect. Of these three mechanisms, assortment (i.e. recombination) is traditionally viewed as the primary feat...
154
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GECCO
2005
Springer
16 years 1 days ago
2005
Springer
This paper focuses on the computation time of evolutionary algorithms. First, some exact expressions of the mean first hitting times of general evolutionary algorithms in finite...
163
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GECCO
2005
Springer
16 years 1 days ago
2005
Springer
Estimation of distribution algorithms (EDAs) try to solve an optimization problem by finding a probability distribution focussed around its optima. For this purpose they conduct ...