Articoli correlati a Dynamic Pricing and Automated Resource Allocation for...

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

Schwind, Michael

 
9783540680024: Dynamic Pricing and Automated Resource Allocation for Complex Information Services: Reinforcement Learning and Combinatorial Auctions (Lecture Notes in Economics and Mathematical Systems): 589
Brossura
ISBN 10: 3540680020 ISBN 13: 9783540680024
Casa editrice: Springer, 2007

Sinossi

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.

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Contenuti

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.

Product Description

Book by Schwind Michael

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Editore
Springer
Data di pubblicazione
2007
Lingua
Inglese
ISBN 10 
3540680020
ISBN 13 
9783540680024
Rilegatura
Copertina flessibile
Numero di pagine
312
Contatto del produttore
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