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Dynamic Pricing and Automated Resource Allocation for Complex Information Services 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024

Dynamic Pricing and Automated Resource Allocation for Complex Information Services
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Schwind, Michael 作者
Springer Verlag
譯者
出版日期
303 頁數
$ 157.07 價格
Pap
叢書系列
9783540680024 圖書編碼

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發表於2024-09-13

Dynamic Pricing and Automated Resource Allocation for Complex Information Services 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

Dynamic Pricing and Automated Resource Allocation for Complex Information Services 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

Dynamic Pricing and Automated Resource Allocation for Complex Information Services 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024


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Dynamic Pricing and Automated Resource Allocation for Complex Information Services 在線電子書 著者簡介

Dynamic Pricing and Automated Resource Allocation for Complex Information Services 在線電子書 著者簡介

Dynamic Pricing and Automated Resource Allocation for Complex Information Services 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

Dynamic Pricing and Automated Resource Allocation for Complex Information Services 在線電子書 圖書描述

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 usersa (TM) willingness-to-pay to control the allocation process: The first approach uses a yield management method that tries to learn an optimal acceptance strategy for resource requests. The second method is a combinatorial auction able to deal with resource complementarities. The author finally generates a method to calculate dynamic resource prices, marking an important step towards the industrialization of grid systems.

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