2683 search results - page 422 / 537 » Machine learning problems from optimization perspective |
120
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IWANN
1999
Springer
15 years 6 months ago
1999
Springer
To avoid the curse of dimensionality, function approximators are used in reinforcement learning to learn value functions for individual states. In order to make better use of comp...
159
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ECML
2004
Springer
15 years 6 months ago
2004
Springer
Abstract. This paper presents an empirical study of population diversity measure and adaptive control of diversity in the context of a permutation-based algorithm for Traveling Sal...
128
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TEC
2010
14 years 9 months ago
2010
This paper identifies five distinct mechanisms by which a population-based algorithm might have an advantage over a solo-search algorithm in classical optimization. These mechanism...
126
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MIDDLEWARE
2009
Springer
15 years 9 months ago
2009
Springer
Abstract. The trend towards cloud and utility computing infrastructures raises challenges not only for application development, but also for management: diverse resources, changing...
127
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ESANN
2006
15 years 3 months ago
2006
This paper presents a new method for constructing ensembles of classifiers based on immune network theory, one of the most interesting paradigms within the field of artificial imm...