807 search results - page 43 / 162 » On Set-Based Multiobjective Optimization |
135
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GECCO
2006
Springer
15 years 8 months ago
2006
Springer
Semi-supervised classification uses aspects of both unsupervised and supervised learning to improve upon the performance of traditional classification methods. Semi-supervised clu...
144
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PPSN
2010
Springer
15 years 2 months ago
2010
Springer
Abstract. The recently introduced family of natural evolution strategies (NES), a novel stochastic descent method employing the natural gradient, is providing a more principled alt...
163
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ICTAI
2009
IEEE
15 years 2 months ago
2009
IEEE
This paper describes a noise-aware dominance operator for evolutionary algorithms to solve the multiobjective optimization problems (MOPs) that contain noise in their objective fu...
118
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IEEEVAST
2010
14 years 11 months ago
2010
Optimization problems are typically addressed by purely automatic approaches. For multi-objective problems, however, a single best solution often does not exist. In this case, it ...
142
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GECCO
2007
Springer
15 years 10 months ago
2007
Springer
In this work we present a novel and efficient algorithm– independent stopping criterion, called the MGBM criterion, suitable for Multiobjective Optimization Evolutionary Algorit...