Dynamic Pricing and Automated Resource Allocation for Complex Information Services: Reinforcement Learning and Combinato
Michael Schwind, "Dynamic Pricing and Automated Resource Allocation for Complex Information Services: Reinforcement Learning and Combinato"
English | ISBN: 3540680020 | 2007 | 295 pages | PDF | 4 MB
English | ISBN: 3540680020 | 2007 | 295 pages | PDF | 4 MB
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, or grid systems.