Dynamic pricing and automated resource allocation for complex information services : Reinforcement learning and combinatorial auctions

Dynamic pricing and automated resource allocation for complex information services : Reinforcement learning and combinatorial auctions

المؤلف
Michael Schwind
سنة النشر
الناشر
اللغة
نوع الوثيقة
الموضوع الرئيسي
رمز الوثيقة

This book develops allocation mechanisms that aim to ensure an efficient resource allocation in modern IT-services. The author presents two methods, both of which using the users’ willingness-to-pay to control the allocation process. The author generates a method to calculate dynamic resource prices.



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