Könyv Speeding Up Distributed Constraint Optimization Search Algorithms William Yeoh

Speeding Up Distributed Constraint Optimization Search Algorithms

Szerző: William Yeoh
Nyelv: Angol
Kötés: Puha kötésű
Kiadó: Scholars' Press
Elérhetőség: Beszállítói készleten
Küldés 5-8 napon belül
26 805 Ft
Distributed constraint optimization (DCOP) is a model where several agents coordinate with each othe...

Információk a könyvről

Szerző
Nyelv
Angol
Kötés
Könyv - Puha kötésű
Kiadva
2014
oldal
196
EAN
9783639707212
ISBN
3639707214
Enbook ID
07161122
Súly
295
Méretek
152 x 229 x 11

Teljes leírás

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.

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