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» Stochastic Optimization Algorithms

181

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ATAL
2010
Springer

224views Intelligent Agents» more ATAL 2010»

Asynchronous algorithms for approximate distributed constraint optimization with quality bounds

15 years 7 months ago

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Distributed Constraint Optimization (DCOP) is a popular framework for cooperative multi-agent decision making. DCOP is NPhard, so an important line of work focuses on developing f...

Christopher Kiekintveld, Zhengyu Yin, Atul Kumar, ...

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185

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CIDM
2007
IEEE

131views Artificial Intelligence» more CIDM 2007»

K2GA: Heuristically Guided Evolution of Bayesian Network Structures from Data

16 years 29 days ago

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— We present K2GA, an algorithm for learning Bayesian network structures from data. K2GA uses a genetic algorithm to perform stochastic search, while employing a modiﬁed versio...

Eli Faulkner

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152

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RECOMB
2004
Springer

124views Computational Biology» more RECOMB 2004»

From profiles to patterns and back again: a branch and bound algorithm for finding near optimal motif profiles

16 years 7 months ago

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Eleazar Eskin

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