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» Critical control of a genetic algorithm
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IWCLS
2007
Springer
15 years 6 months ago
On Lookahead and Latent Learning in Simple LCS
Learning Classifier Systems use evolutionary algorithms to facilitate rule- discovery, where rule fitness is traditionally payoff based and assigned under a sharing scheme. Most c...
Larry Bull
103
Voted
GECCO
2009
Springer
112views Optimization» more  GECCO 2009»
15 years 7 months ago
Approximating geometric crossover in semantic space
We propose a crossover operator that works with genetic programming trees and is approximately geometric crossover in the semantic space. By defining semantic as program’s eval...
Krzysztof Krawiec, Pawel Lichocki
94
Voted
CEC
2007
IEEE
15 years 7 months ago
A histogram-matching approach to the evolution of bin-packing strategies
Abstract— We present a novel algorithm for the onedimension offline bin packing problem with discrete item sizes based on the notion of matching the item-size histogram with the...
Riccardo Poli, John Woodward, Edmund K. Burke
GECCO
2005
Springer
15 years 6 months ago
A new approach to evaluate GP schema in context
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...
Hammad Majeed
95
Voted
ROBOCUP
2005
Springer
78views Robotics» more  ROBOCUP 2005»
15 years 6 months ago
Reliable and Precise Gait Modeling for a Quadruped Robot
We present a parametric walk model for a four-legged robot. The walk model is improved using a genetic algorithm, but unlike previous approaches, the fitness is determined in a ru...
Uwe Düffert, Jan Hoffmann