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» A scalable algorithm for dispersing population
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JIIS
2007
53views more  JIIS 2007»
13 years 4 months ago
A scalable algorithm for dispersing population
Sathish Govindarajan, Michael C. Dietze, Pankaj K....
GECCO
2003
Springer
112views Optimization» more  GECCO 2003»
13 years 10 months ago
Dispersion-Based Population Initialization
Reliable execution and analysis of an evolutionary algorithm (EA) normally requires many runs to provide reasonable assurance that stochastic effects have been properly considered...
Ronald W. Morrison
GECCO
2003
Springer
137views Optimization» more  GECCO 2003»
13 years 10 months ago
The Spatially-Dispersed Genetic Algorithm
Abstract. Spatially structured population models improve the performance of genetic algorithms by assisting the selection scheme in maintaining diversity. A significant concern wi...
Grant Dick
GECCO
2007
Springer
182views Optimization» more  GECCO 2007»
13 years 11 months ago
An analysis of the effects of population structure on scalable multiobjective optimization problems
Multiobjective evolutionary algorithms (MOEA) are an effective tool for solving search and optimization problems containing several incommensurable and possibly conflicting objec...
Michael Kirley, Robert L. Stewart
GECCO
2003
Springer
13 years 10 months ago
Scalability of Selectorecombinative Genetic Algorithms for Problems with Tight Linkage
Ensuring building-block (BB) mixing is critical to the success of genetic and evolutionary algorithms. This study develops facetwise models to predict the BB mixing time and the po...
Kumara Sastry, David E. Goldberg