17288 search results - page 140 / 3458 » Hybrid Optimizations: Which Optimization Algorithm to Use |
154
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PKDD
2009
Springer
15 years 7 months ago
2009
Springer
Abstract. This paper focuses on Active Learning with a limited number of queries; in application domains such as Numerical Engineering, the size of the training set might be limite...
116
Voted
MP
2006
15 years 3 months ago
2006
We address a class of problems where decisions have to be optimized over a time horizon given that the future is uncertain and that the optimization decisions influence the time o...
146
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AAAI
2010
15 years 4 months ago
2010
Bayesian inference is an appealing approach for leveraging prior knowledge in reinforcement learning (RL). In this paper we describe an algorithm for discovering different classes...
GECCO
2008
Springer
15 years 4 months ago
2008
Springer
116
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EMO
2003
Springer
15 years 8 months ago
2003
Springer
We apply the NSGA-II algorithm and its controlled elitist version NSGA-IIc for the intensity modulated beam radiotherapy dose optimization problem. We compare the performance of th...