Description |
1 online resource (xiv, 293 pages) : illustrations |
Series |
Lecture notes in economics and mathematical systems ; 589 |
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Lecture notes in economics and mathematical systems ; 589.
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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 |
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 |
Analysis |
economie |
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economics |
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bedrijfswetenschap |
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management science |
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speltheorie |
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game theory |
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wiskunde |
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mathematics |
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kunstmatige intelligentie |
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artificial intelligence |
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bedrijfsinformatiesystemen |
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management information systems |
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computernetwerken |
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computer networks |
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Management studies, Business Administration, Organizational Science (General) |
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Economics (General) |
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Management, bedrijfskunde, organisatiekunde (algemeen) |
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Economie (algemeen) |
Notes |
Ph. D. Frankfurt University 2007 |
Bibliography |
Includes bibliographical references (pages 263-286) |
Notes |
Print version record |
Subject |
Information technology -- Economic aspects
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COMPUTERS -- Information Technology.
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Information technology -- Economic aspects.
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Affaires.
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Science économique.
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Economie de l'entreprise.
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Information technology -- Economic aspects
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Informatiedragers.
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Allocatie.
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Prijsvorming.
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Genre/Form |
dissertations.
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Academic theses
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Academic theses.
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Thèses et écrits académiques.
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Form |
Electronic book
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ISBN |
9783540680031 |
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3540680039 |
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9783540680024 |
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3540680020 |
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