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» The selection efficiency of tournaments
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EOR
2010
84views more  EOR 2010»
13 years 11 months ago
The selection efficiency of tournaments
We discuss tournaments in terms of their efficiency as probabilistic mechanisms that select high-quality alternatives ("players") in a noisy environment. We use two crit...
Dmitry Ryvkin
GECCO
2008
Springer
118views Optimization» more  GECCO 2008»
13 years 12 months ago
An analysis of multi-sampled issue and no-replacement tournament selection
Standard tournament selection samples individuals with replacement. The sampling-with-replacement strategy has its advantages but also has issues. One of the commonly recognised i...
Huayang Xie, Mengjie Zhang, Peter Andreae, Mark Jo...
GECCO
2005
Springer
147views Optimization» more  GECCO 2005»
14 years 4 months ago
Unbiased tournament selection
Tournament selection is a popular form of selection which is commonly used with genetic algorithms, genetic programming and evolutionary programming. However, tournament selection...
Artem Sokolov, Darrell Whitley
GECCO
2007
Springer
183views Optimization» more  GECCO 2007»
14 years 5 months ago
Another investigation on tournament selection: modelling and visualisation
Tournament selection has been widely used and studied in evolutionary algorithms. To supplement the study of tournament selection, this paper provides several models describing th...
Huayang Xie, Mengjie Zhang, Peter Andreae
FOGA
1990
13 years 12 months ago
A Comparative Analysis of Selection Schemes Used in Genetic Algorithms
This paper considers a number of selection schemes commonly used in modern genetic algorithms. Specifically, proportionate reproduction, ranking selection, tournament selection, a...
David E. Goldberg, Kalyanmoy Deb