Dynamic Pricing and Automated Resource Allocation for Complex Information Services Reinforcement Learning and Combinatorial Auctions /

Many firms provide their customers with online information products which require limited resources such as server capacity. 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 n...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Schwind, Michael (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2007.
Edición:1st ed. 2007.
Colección:Lecture Notes in Economics and Mathematical Systems, 589
Temas:
Mathematics.
Business information services.
Computer engineering.
Computer networks .
Artificial intelligence.
Econometrics.
IT in Business.
Computer Engineering and Networks.
Artificial Intelligence.
Quantitative Economics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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.

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