1 November 1999 Adaptive resource allocation in telecommunications
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Abstract
This paper looks at the general problem of resource allocation in telecommunication networks. It gives an overview of the problem and argues for adaptive methods in the complex telecommunication environment. In particular it discusses a general methodology known as reinforcement learning. The paper presents two examples--admission control in packet data networks, and battery management for mobile communication.
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Timothy X. Brown, Hui Tong, "Adaptive resource allocation in telecommunications", Proc. SPIE 3812, Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary Computation II, (1 November 1999); doi: 10.1117/12.367703; https://doi.org/10.1117/12.367703
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