Coverart for item
The Resource Dynamic pricing and automated resource allocation for complex information services : reinforcement learning and combinatorial auctions, Michael Schwind

Dynamic pricing and automated resource allocation for complex information services : reinforcement learning and combinatorial auctions, Michael Schwind

Label
Dynamic pricing and automated resource allocation for complex information services : reinforcement learning and combinatorial auctions
Title
Dynamic pricing and automated resource allocation for complex information services
Title remainder
reinforcement learning and combinatorial auctions
Statement of responsibility
Michael Schwind
Creator
Subject
Genre
Language
eng
Summary
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 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, e.g. grid systems. The author presents two methods, both of which using the users??? w
Member of
Cataloging source
GW5XE
http://library.link/vocab/creatorDate
1965-
http://library.link/vocab/creatorName
Schwind, Michael
Degree
Ph. D.
Dewey number
303.48/33
Dissertation year
2007
Granting institution
Frankfurt University
Illustrations
illustrations
Index
no index present
LC call number
HC79.I55
LC item number
S396 2007eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
  • theses
Series statement
Lecture notes in economics and mathematical systems
Series volume
589
http://library.link/vocab/subjectName
  • Information technology
  • COMPUTERS
  • Information technology
  • Affaires
  • Science économique
  • Economie de l'entreprise
  • Information technology
  • Informatiedragers
  • Allocatie
  • Prijsvorming
Label
Dynamic pricing and automated resource allocation for complex information services : reinforcement learning and combinatorial auctions, Michael Schwind
Instantiates
Publication
Bibliography note
Includes bibliographical references (pages 263-286)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Front Matter; Introduction; 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; Back Matter
Control code
185026976
Dimensions
unknown
Extent
1 online resource (xiv, 293 pages)
Form of item
online
Isbn
9783540680024
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-540-68003-1
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
978-3-540-68002-4
Specific material designation
remote
System control number
(OCoLC)185026976
Label
Dynamic pricing and automated resource allocation for complex information services : reinforcement learning and combinatorial auctions, Michael Schwind
Publication
Bibliography note
Includes bibliographical references (pages 263-286)
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
Front Matter; Introduction; 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; Back Matter
Control code
185026976
Dimensions
unknown
Extent
1 online resource (xiv, 293 pages)
Form of item
online
Isbn
9783540680024
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other control number
10.1007/978-3-540-68003-1
Other physical details
illustrations
http://library.link/vocab/ext/overdrive/overdriveId
978-3-540-68002-4
Specific material designation
remote
System control number
(OCoLC)185026976

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