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» Multi-objective diversity maintenance
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ICPR
2004
IEEE
14 years 5 months ago
Optimizing Nearest Neighbour in Random Subspaces using a Multi-Objective Genetic Algorithm
In this work, the authors have evaluated almost 20 millions ensembles of classifiers generated by several methods. Trying to optimize those ensembles based on the nearest neighbou...
Guillaume Tremblay, Robert Sabourin, Patrick Maupi...
PPSN
2010
Springer
13 years 3 months ago
Improved Dynamic Lexicographic Ordering for Multi-Objective Optimisation
Abstract. There is a variety of methods for ranking objectives in multiobjective optimization and some are difficult to define because they require information a priori (e.g. esta...
Juan Pedro Castro Gutiérrez, Dario Landa-Si...
EMO
2009
Springer
143views Optimization» more  EMO 2009»
13 years 2 months ago
Adapting to the Habitat: On the Integration of Local Search into the Predator-Prey Model
Traditionally, Predator-Prey Models--although providing a more nature-oriented approach to multi-objective optimization than many other standard Evolutionary Multi-Objective Algori...
Christian Grimme, Joachim Lepping, Alexander Papas...
GECCO
2006
Springer
125views Optimization» more  GECCO 2006»
13 years 8 months ago
Multi-objective diversity maintenance
Paul Snijders, Edwin D. de Jong, Bart de Boer, Fra...
ICCBR
2009
Springer
13 years 11 months ago
Maintenance by a Committee of Experts: The MACE Approach to Case-Base Maintenance
Case-base administrators face a choice of many maintenance algorithms. It is well-known that these algorithms have different biases that cause them to perform inconsistently over ...
Lisa Cummins, Derek G. Bridge