Index Terms
Evolutionary computation: a unified approach
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Ecological theory provides insights about evolutionary computation
GECCO '18: Proceedings of the Genetic and Evolutionary Computation Conference CompanionPromoting diversity in an evolving population is important for Evolutionary Computation (EC) because it reduces premature convergence on suboptimal fitness peaks while still encouraging both exploration and exploitation [3]. However, some types of ...
Accelerating evolutionary computation with graphics processing units
GECCO '09: Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking PapersGraphics Processing Units (GPUs) have become a major source of computational power for numerical applications. Originally designed for application of time-consuming graphics operations, GPUs are stream processors that implement the SIMD paradigm. Modern ...
Fecundity and selectivity in evolutionary computation
GECCO '11: Proceedings of the 13th annual conference companion on Genetic and evolutionary computationThe number of offspring produced by each parent---that is, the fecundity of reproducing individuals---varies among evolutionary computation methods and settings. In most prior work fecundity has been tied directly to selectivity, with higher selection ...
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