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Genetic algorithms + data structures = evolution programs (2nd, extended ed.)
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Genetic programming: an introduction: on the automatic evolution of computer programs and its applications
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A Mathematical Analysis of Tournament Selection
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A comparison of selection schemes used in evolutionary algorithms
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GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
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GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Parameter sweeps for exploring GP parameters
GECCO '05 Proceedings of the 7th annual workshop on Genetic and evolutionary computation
Backward-chaining evolutionary algorithms
Artificial Intelligence
On Replacement Strategies in Steady State Evolutionary Algorithms
Evolutionary Computation
Another investigation on tournament selection: modelling and visualisation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Genetic Programming and Evolvable Machines
An analysis of multi-sampled issue and no-replacement tournament selection
Proceedings of the 10th annual conference on Genetic and evolutionary computation
On the impact of the mutation-selection balance on the runtime of evolutionary algorithms
Proceedings of the tenth ACM SIGEVO workshop on Foundations of genetic algorithms
Backward-chaining evolutionary algorithms
Artificial Intelligence
The underlying similarity of diversity measures used in evolutionary computation
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On the limiting distribution of program sizes in tree-based genetic programming
EuroGP'07 Proceedings of the 10th European conference on Genetic programming
A review of tournament selection in genetic programming
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
DISPAR-tournament: a parallel population reduction operator that behaves like a tournament
EvoApplications'11 Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part I
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
FOGA'05 Proceedings of the 8th international conference on Foundations of Genetic Algorithms
SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation
Review of phenotypic diversity formulations for diagnostic tool
Applied Soft Computing
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This paper concerns a measure of selective pressure, called "loss of diversity," that denotes the proportion of unselected individuals during the selection phase. We probabilistically calculate the expected value and variance of loss of diversity in tournament selection, truncation selection, linear ranking selection, and exponential ranking selection. From numerical results, we observe that in tournament selection, many more individuals are expected to be lost than with Blickle and Thiele's static estimate. We also observe that tournament and exponential ranking schemes potentially bring about nearly equivalent selection behaviors but have different types of control parameters.