92 search results - page 2 / 19 » Entropy-Driven Parameter Control for Evolutionary Algorithms |
GECCO
2010
Springer
14 years 10 days ago
2010
Springer
Divide-and-Evolve (DaE) is an original “memeticization” of Evolutionary Computation and Artificial Intelligence Planning. However, like any Evolutionary Algorithm, DaE has se...
CEC
2007
IEEE
14 years 1 months ago
2007
IEEE
— This paper proposes a self-adaptation method to control not only the mutation strength parameter, but also the mutation distribution for evolutionary algorithms. For this purpo...
GECCO
2006
Springer
13 years 11 months ago
2006
Springer
We present and evaluate a method for estimating the relevance and calibrating the values of parameters of an evolutionary algorithm. The method provides an information theoretic m...
CORR
2010
Springer
13 years 5 months ago
2010
Springer
The interplay between the mutation operator and the selection mechanism plays a fundamental role in the behaviour of evolutionary algorithms (EAs). However, this interplay is stil...
CEC
2010
IEEE
13 years 5 months ago
2010
IEEE
Abstract-- We present a case study demonstrating that using the REVAC parameter tuning method we can greatly improve the `world champion' EA (the winner of the CEC2005 competi...