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GECCO
2007
Springer
153views Optimization» more  GECCO 2007»
9 years 7 months ago
Fitness landscapes and problem hardness in evolutionary computation
Leonardo Vanneschi, Sébastien Vérel
TEC
2012
195views Formal Methods» more  TEC 2012»
7 years 4 months ago
The Effects of Constant and Bit-Wise Neutrality on Problem Hardness, Fitness Distance Correlation and Phenotypic Mutation Rates
Kimura’s neutral theory of evolution has inspired researchers from the evolutionary computation community to incorporate neutrality into Evolutionary Algorithms (EAs) in the hop...
Riccardo Poli, Edgar Galván López
LION
2009
Springer
136views Optimization» more  LION 2009»
9 years 8 months ago
Fitness Landscape Analysis for the Resource Constrained Project Scheduling Problem
The fitness landscape of the resource constrained project scheduling problem is investigated by examining the search space position type distribution and the correlation between t...
Jens Czogalla, Andreas Fink
GECCO
2005
Springer
110views Optimization» more  GECCO 2005»
9 years 7 months ago
Understanding cooperative co-evolutionary dynamics via simple fitness landscapes
Cooperative co-evolution is often used to solve difficult optimization problems by means of problem decomposition. Its performance for such tasks can vary widely from good to disa...
Elena Popovici, Kenneth A. De Jong
EVOW
2005
Springer
9 years 7 months ago
Analyzing Fitness Landscapes for the Optimal Golomb Ruler Problem
We focus on the Golomb ruler problem, a hard constrained combinatorial optimization problem. Two alternative encodings are considered, one based on the direct representation of sol...
Carlos Cotta, Antonio J. Fernández
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