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Download E-books Dynamic Pricing and Automated Resource Allocation for Complex Information Services: Reinforcement Learning and Combinatorial Auctions (Lecture Notes in Economics and Mathematical Systems) PDF

By Michael Schwind

This publication develops allocation mechanisms that goal to make sure a good source allocation in sleek IT-services. contemporary equipment of man-made intelligence, corresponding to neural networks and reinforcement studying, and nature-oriented optimization equipment, comparable to genetic algorithms and simulated annealing, are complex and utilized to allocation strategies in allotted IT-infrastructures, or grid systems.

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