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Speeding Up Distributed Constraint Optimization Search Algorithms

 

Marketed By :  Scholars' Press   Sold By :  Kamal Books International  
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  • Product Description
 

Distributed constraint optimization (DCOP) is a model where several agents coordinate with each other to take on values so as to minimize the sum of the resulting constraint costs, which are dependent on the values of the agents. This model is becoming popular for formulating and solving multi-agent coordination problems. As a result, researchers have developed a class of DCOP algorithms that use search techniques. Since solving DCOP problems optimally is NP-hard, solving large problems efficiently becomes an issue. In this book, I show how one can speed up DCOP search algorithms by applying insights gained from centralized search algorithms, specifically by using an appropriate search strategy; by sacrificing solution optimality; by using more memory; and by reusing information gained from solving similar DCOP problems.

Product Specifications
SKU :COC52898
AuthorWilliam Yeoh
LanguageEnglish
BindingPaperback
Number of Pages196
Publishing Year2014-01-09T00:00:00.000
ISBN9783639707212
Edition1 st
Book TypeComputer networking & communications
Country of ManufactureIndia
Product BrandScholars' Press
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-06-08 00:00:00