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AE
1997
Springer
13 years 9 months ago
Asymptotical Convergence Rates of Simple Evolutionary Algorithms under Factorizing Mutation Distributions
Abstract. The standard choice for mutating an individual of an evolutionary algorithm with continuous variables is the normal distribution. It is shown that there is a broad class ...
Günter Rudolph
AE
1997
Springer
13 years 9 months ago
An Analysis of Punctuated Equilibria in Simple Genetic Algorithms
In the running of a genetic algorithm, the population is liable to be con ned in the local optimum, that is the metastable state, making an equilibrium. It is known that, after a l...
Sang-Yeop Oh, Hyunsoo Yoon
AE
1997
Springer
13 years 9 months ago
Adaptation on the Evolutionary Time Scale: A Working Hypothesis and Basic Experiments
In the pertinent literature, an ongoing discussion can be found about whether evolutionary algorithms are better suited for optimization or adaptation. Unfortunately, the pertinent...
Ralf Salomon, Peter Eggenberger