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» Building Blocks, Cohort Genetic Algorithms, and Hyperplane-D...
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EH
2003
IEEE
90views Hardware» more  EH 2003»
15 years 2 months ago
Evolving Sinusoidal Oscillators Using Genetic Algorithms
In the present paper, single-opamp sinusoidal oscillators are synthesized using genetic algorithms. The motivation is to evolve new topologies of oscillators using different activ...
Varun Aggarwal
69
Voted
GECCO
2006
Springer
123views Optimization» more  GECCO 2006»
15 years 1 months ago
Fluctuating crosstalk, deterministic noise, and GA scalability
This paper extends previous work showing how fluctuating crosstalk in a deterministic fitness function introduces noise into genetic algorithms. In that work, we modeled fluctuati...
Paul Winward, David E. Goldberg
78
Voted
GECCO
2007
Springer
151views Optimization» more  GECCO 2007»
15 years 3 months ago
A building-block royal road where crossover is provably essential
One of the most controversial yet enduring hypotheses about what genetic algorithms (GAs) are good for concerns the idea that GAs process building-blocks. More specifically, it ha...
Richard A. Watson, Thomas Jansen
GECCO
2004
Springer
15 years 2 months ago
Winnowing Wheat from Chaff: The Chunking GA
In this work, we investigate the ability of a Chunking GA (ChGA) to reduce the size of variable length chromosomes and control bloat. The ChGA consists of a standard genetic algori...
Hal Stringer, Annie S. Wu
88
Voted
EH
2002
IEEE
266views Hardware» more  EH 2002»
15 years 2 months 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...