6514 search results - page 928 / 1303 » Low-Knowledge Algorithm Control |
GECCO
2005
Springer
15 years 9 months ago
2005
Springer
This paper introduces a novel scheme of improving the performance of particle swarm optimization (PSO) by a vector differential operator borrowed from differential evolution (DE)....
136
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GECCO
2005
Springer
15 years 9 months ago
2005
Springer
Exploration/Exploitation equilibrium is one of the most challenging issues in reinforcement learning area as well as learning classifier systems such as XCS. In this paper1 , an i...
126
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GECCO
2005
Springer
15 years 9 months ago
2005
Springer
In this paper, we present the application of evolutionary optimization methods to a demanding, industrially relevant engineering domain, the three-dimensional optimization of gas ...
GECCO
2005
Springer
15 years 9 months ago
2005
Springer
Evaluating GP schema in context is considered to be a complex, and, at times impossible, task. The tightly linked nodes of a GP tree is the main reason behind its complexity. This...
130
click to vote
GECCO
2005
Springer
15 years 9 months ago
2005
Springer
Self-adaptation of the mutation strengths is a powerful mechanism in evolution strategies (ES), but it can fail. As a consequence premature convergence or ending up in a local opt...