E-Book, Englisch, Band 589, 295 Seiten, eBook
Schwind Dynamic Pricing and Automated Resource Allocation for Complex Information Services
2007
ISBN: 978-3-540-68003-1
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark
Reinforcement Learning and Combinatorial Auctions
E-Book, Englisch, Band 589, 295 Seiten, eBook
Reihe: Lecture Notes in Economics and Mathematical Systems
ISBN: 978-3-540-68003-1
Verlag: Springer
Format: PDF
Kopierschutz: 1 - PDF Watermark
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.
Zielgruppe
Research
Autoren/Hrsg.
Weitere Infos & Material
Dynamic Pricing and Automated Resource Allocation.- Empirical Assessment of Dynamic Pricing Preference.- Reinforcement Learning for Dynamic Pricing and Automated Resource Allocation.- Combinatorial Auctions for Resource Allocation.- Dynamic Pricing and Automated Resource Allocation Using Combinatorial Auctions.- Comparison of Reinforcement Learning and Combinatorial Auctions.
