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Beschreibung
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.
Reinforcement Learning and Combinatorial Auctions
Details
| Verlag | Springer Berlin |
| Ersterscheinung | 15. Februar 2007 |
| Maße | 23.5 cm x 15.5 cm |
| Gewicht | 480 Gramm |
| Format | Softcover |
| ISBN-13 | 9783540680024 |
| Auflage | 2007 |
| Seiten | 295 |