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Proceedings Paper

Adaptive resource allocation in telecommunications
Author(s): Timothy X. Brown; Hui Tong
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Paper 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.

Paper Details

Date Published: 1 November 1999
PDF: 12 pages
Proc. SPIE 3812, Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary Computation II, (1 November 1999); doi: 10.1117/12.367703
Show Author Affiliations
Timothy X. Brown, Univ. of Colorado/Boulder (United States)
Hui Tong, Univ. of Colorado/Boulder (United States)


Published in SPIE Proceedings Vol. 3812:
Applications and Science of Neural Networks, Fuzzy Systems, and Evolutionary Computation II
Bruno Bosacchi; David B. Fogel; James C. Bezdek, Editor(s)

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