A Class of Algorithms for Distributed Constraint Optimization (Frontiers in Artificial Intelligence and Applications; Dissertations in Artificial Intelligence, 194, Band 194) - Softcover

Petcu, Adrian

 
9781586039899: A Class of Algorithms for Distributed Constraint Optimization (Frontiers in Artificial Intelligence and Applications; Dissertations in Artificial Intelligence, 194, Band 194)
Softcover
ISBN 10: 158603989X ISBN 13: 9781586039899
Verlag: IOS Press,US, 2009

Inhaltsangabe

Petcu presents his 2007 PhD dissertation in artificial intelligence at the Swiss Federal Institute of Technology, Lausanne, in which he addresses three major issues that arise in distributed constraint optimization problems: efficient optimization algorithms, dynamic and open environments, and manipulations from self-interested users. After preliminaries and background, he covers the algorithm for a dynamic programming optimization protocol, tradeoffs, dynamics, and self-interest. Particular topics include compacting UTIL message with consistency techniques, tradeoffs between memory/message size and solution quality, dynamic problem-solving with self-stabilizing algorithms, and budget balance. There is no index. Annotation ©2010 Book News, Inc., Portland, OR (booknews.com)

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Verlag
IOS Press,US
Erscheinungsdatum
2009
Sprache
Englisch
ISBN 10 
158603989X
ISBN 13 
9781586039899
Einband
Taschenbuch
Anzahl der Seiten
274
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Verantwortliche Person
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