Dynamic Pricing and Automated Resource Allocation for Complex Information Services

Reinforcement Learning and Combinatorial Auctions

Paperback Engels 2007 2007e druk 9783540680024
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This book develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. Recent methods of artificial intelligence, such as neural networks and reinforcement learning, and nature-oriented optimization methods, such as genetic algorithms and simulated annealing, are advanced and applied to allocation processes in distributed IT-infrastructures, or grid systems.

Specificaties

ISBN13:9783540680024
Taal:Engels
Bindwijze:Paperback
Aantal pagina's:295
Uitgever:Springer Berlin Heidelberg
Druk:2007

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          Dynamic Pricing and Automated Resource Allocation for Complex Information Services