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» A Perspective on Evolutionary Computation
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EH
2002
IEEE
266views Hardware» more  EH 2002»
16 years 2 days ago
Towards Evolvable Analog Fuzzy Logic Controllers
Fuzzy Logic has proved to be a very powerful technique in the discipline of system control. A Fuzzy Logic Controller is defined by a collection of fuzzy if-then rules and a set of...
José Franco Machado do Amaral, Jorge Lu&iac...
EH
2002
IEEE
113views Hardware» more  EH 2002»
16 years 2 days ago
Evolution in materio: Looking Beyond the Silicon Box
It is argued that natural evolution is, par excellence, an algorithm that exploits the physical properties of materials. Such an exploitation of the physical characteristics has a...
Julian F. Miller, Keith L. Downing
156
Voted
GECCO
2010
Springer
150views Optimization» more  GECCO 2010»
15 years 12 months ago
Object-level recombination of commodity applications
This paper presents ObjRecombGA, a genetic algorithm framework for recombining related programs at the object file level. A genetic algorithm guides the selection of object file...
Blair Foster, Anil Somayaji
GECCO
2010
Springer
129views Optimization» more  GECCO 2010»
15 years 12 months ago
A probabilistic functional crossover operator for genetic programming
The original mechanism by which evolutionary algorithms were to solve problems was to allow for the gradual discovery of sub-solutions to sub-problems, and the automated combinati...
Josh C. Bongard
194
Voted
GECCO
2009
Springer
159views Optimization» more  GECCO 2009»
15 years 11 months ago
Bayesian network structure learning using cooperative coevolution
We propose a cooperative-coevolution – Parisian trend – algorithm, IMPEA (Independence Model based Parisian EA), to the problem of Bayesian networks structure estimation. It i...
Olivier Barrière, Evelyne Lutton, Pierre-He...