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GECCO
1999
Springer

Non-Standard Crossover for a Standard Representation - Commonality-Based Feature Subset Selection

9 years 5 months ago
Non-Standard Crossover for a Standard Representation - Commonality-Based Feature Subset Selection
The Commonality-Based Crossover Framework has been presented as a general model for designing problem specific operators. Following this model, the Common Features/Random Sample Climbing operator has been developed for feature subset selection--a binary string optimization problem. Although this problem should be an ideal application for genetic algorithms with standard crossover operators, experiments show that the new operator can find better feature subsets for classifier training.
Stephen Y. Chen, Cesar Guerra-Salcedo, Stephen F.
Added 04 Aug 2010
Updated 04 Aug 2010
Type Conference
Year 1999
Where GECCO
Authors Stephen Y. Chen, Cesar Guerra-Salcedo, Stephen F. Smith
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