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» On the Evolution of Evolutionary Algorithms
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EVOW
2001
Springer
15 years 2 months ago
Belief Revision by Lamarckian Evolution
We propose a multi-agent genetic algorithm to accomplish belief revision. The algorithm implements a new evolutionary strategy resulting from a combination of Darwinian and Lamarck...
Evelina Lamma, Luís Moniz Pereira, Fabrizio...
PAAMS
2010
Springer
14 years 7 months ago
A Case Study on Grammatical-Based Representation for Regular Expression Evolution
Abstract. Regular expressions, or simply regex, have been widely used as a powerful pattern matching and text extractor tool through decades. Although they provide a powerful and f...
Antonio González-Pardo, David F. Barrero, D...
GECCO
2007
Springer
155views Optimization» more  GECCO 2007»
15 years 4 months ago
Observing the swarm behaviour during its evolutionary design
Evolutionary Algorithms (EAs) can be used for designing Particle Swarm Optimization (PSO) algorithms that work, in some cases, considerably better than the human-designed ones. By...
Laura Diosan, Mihai Oltean
AHS
2006
IEEE
104views Hardware» more  AHS 2006»
14 years 11 months ago
Evolutionary Design of Digital Circuits: Where Are Current Limits?
The objective of this paper is to classify the approaches proposed to the evolutionary digital circuit design in the recent years and to identify the levels of complexity and inno...
Lukás Sekanina
GECCO
2006
Springer
133views Optimization» more  GECCO 2006»
15 years 1 months ago
On-line evolutionary computation for reinforcement learning in stochastic domains
In reinforcement learning, an agent interacting with its environment strives to learn a policy that specifies, for each state it may encounter, what action to take. Evolutionary c...
Shimon Whiteson, Peter Stone