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» On the Brittleness of Evolutionary Algorithms
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IPPS
2003
IEEE
15 years 11 months ago
Mesh Partitioning: A Multilevel Ant-Colony-Optimization Algorithm
Mesh partitioning is an important problem that has extensive applications in many areas. Multilevel algorithms are a successful class of optimization techniques which addresses th...
Peter Korosec, Jurij Silc, Borut Robic
ESA
1999
Springer
82views Algorithms» more  ESA 1999»
15 years 10 months ago
Quartet Cleaning: Improved Algorithms and Simulations
A critical step in all quartet methods for constructing evolutionary trees is the inference of the topology for each set of four sequences (i.e. quartet). It is a well–known fact...
Vincent Berry, Tao Jiang, Paul E. Kearney, Ming Li...
GECCO
2006
Springer
176views Optimization» more  GECCO 2006»
15 years 10 months ago
Archive-based cooperative coevolutionary algorithms
Archive-based cooperative coevolutionary algorithms attempt to retain a set of individuals which act as good collaborators for other coevolved individuals in the evolutionary syst...
Liviu Panait, Sean Luke, Joseph F. Harrison
GECCO
2010
Springer
169views Optimization» more  GECCO 2010»
15 years 8 months ago
Stochastic local search in continuous domains: questions to be answered when designing a novel algorithm
Several population-based methods (with origins in the world of evolutionary strategies and estimation-of-distribution algorithms) for black-box optimization in continuous domains ...
Petr Posik
ICGA
1997
133views Optimization» more  ICGA 1997»
15 years 7 months ago
Messy Genetic Algorithms for Subset Feature Selection
Subset Feature Selection problems can have severalattributes which may make Messy Genetic Algorithms an appropriateoptimization method. First, competitive solutions may often use ...
L. Darrell Whitley, J. Ross Beveridge, Cesar Guerr...