Dynamic Pricing and Automated Resource Allocation for Complex Information Services: Reinforcement Learning and Combinatorial Auctions (Lecture Notes in Economics and Mathematical Systems, 589)

Schwind, Michael

ISBN 10: 3540680020 / ISBN 13: 9783540680024

Verlag: Springer, 2007

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Inhaltsangabe:

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.

Reseña del editor:

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.

Bibliografische Details

Titel: Dynamic Pricing and Automated Resource ...
Verlag: Springer
Erscheinungsdatum: 2007
Einband: Softcover
Zustand: Neu