17543 search results - page 60 / 3509 » Stochastic Optimization Algorithms |
156
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ISCAPDCS
2004
15 years 7 months ago
2004
This paper addresses the application of distributed constraint optimization problems (DCOPs) to large-scale dynamic environments. We introduce a decomposition of DCOP into a graph...
175
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GECCO
1999
Springer
15 years 10 months ago
1999
Springer
In this paper, we discuss the adaptability of Coevolutionary Genetic Algorithms on dynamic environments. Our CGA consists of two populations: solution-level one and schema-level o...
180
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UAI
1998
15 years 7 months ago
1998
This paper presents two new approaches to decomposing and solving large Markov decision problems (MDPs), a partial decoupling method and a complete decoupling method. In these app...
191
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CDC
2010
IEEE
15 years 1 months ago
2010
IEEE
This paper is concerned with developing an information-theoretic framework to aggregate the state space of a Hidden Markov Model (HMM) on discrete state and observation spaces. The...
170
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GECCO
2005
Springer
15 years 11 months ago
2005
Springer
XCS is a stochastic algorithm, so it does not guarantee to produce the same results when run with the same input. When interpretability matters, obtaining a single, stable result ...