218 search results - page 1 / 44 » Self Adaptation of Operator Rates in Evolutionary Algorithms |
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. This work introduces a new evolutionary algorithm that adapts the operator probabilities (rates) while evolves the solution of the problem. Each individual encodes its ge...
GECCO
2008
Springer
13 years 5 months ago
2008
Springer
Self-adaptation is used a lot in Evolutionary Strategies and with great success, yet for some reason it is not the mutation adaptation of choice for Genetic Algorithms. This poste...
CEC
2009
IEEE
13 years 11 months ago
2009
IEEE
— Differential Evolution (DE) is a novel evolutionary approach capable of handling non-differentiable, non-linear and multi-modal objective functions. DE has been consistently ra...
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
When applied to real-world problems, the powerful optimization tool of Evolutionary Algorithms frequently turns out to be too time-consuming due to elaborate fitness calculations t...
CHINAF
2011
2011
Immigrant schemes for evolutionary algorithms in dynamic environments: Adapting the replacement rate
12 years 8 months ago
One approach for evolutionary algorithms (EAs) to address dynamic optimization problems (DOPs) is to maintain diversity of the population via introducing immigrants. So far all imm...