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» Optimizing for Reduced Code Space using Genetic Algorithms
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SSPR
2004
Springer
15 years 7 months ago
Optimizing Classification Ensembles via a Genetic Algorithm for a Web-Based Educational System
Classification fusion combines multiple classifications of data into a single classification solution of greater accuracy. Feature extraction aims to reduce the computational cost ...
Behrouz Minaei-Bidgoli, Gerd Kortemeyer, William F...
132
Voted
GECCO
2006
Springer
170views Optimization» more  GECCO 2006»
15 years 5 months ago
How an optimal observer can collapse the search space
Many metaheuristics have difficulty exploring their search space comprehensively. Exploration time and efficiency are highly dependent on the size and the ruggedness of the search...
Christophe Philemotte, Hugues Bersini
106
Voted
GECCO
2007
Springer
179views Optimization» more  GECCO 2007»
15 years 8 months ago
Genetic algorithms for large join query optimization
Genetic algorithms (GAs) have long been used for large join query optimization (LJQO). Previous work takes all queries as based on one granularity to optimize GAs and compares the...
Hongbin Dong, Yiwen Liang
EUROGP
2004
Springer
118views Optimization» more  EUROGP 2004»
15 years 7 months ago
Grammatical Evolution by Grammatical Evolution: The Evolution of Grammar and Genetic Code
This study examines the possibility of evolving the grammar that Grammatical Evolution uses to specify the construction of a syntactically correct solution. As the grammar dictates...
Michael O'Neill, Conor Ryan
GECCO
2008
Springer
250views Optimization» more  GECCO 2008»
15 years 2 months ago
Community detection in social networks with genetic algorithms
A new genetic algorithm to detect communities in social networks is presented. The algorithm uses a fitness function able to identify groups of nodes in the network having dense ...
Clara Pizzuti