Alternative Distributed Algorithms for Network Utility Maximization: Framework and Applications

Network utility maximization (NUM) problem formulations provide an important approach to conduct network resource allocation and to view layering as optimization decomposition. In the existing literature, distributed implementations are typically achieved by means of the so-called dual decomposition...

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Bibliographic Details
Published in:	IEEE transactions on automatic control Vol. 52; no. 12; pp. 2254 - 2269
Main Authors:	Palomar, D.P., Mung Chiang
Format:	Journal Article
Language:	English
Published:	New York, NY IEEE 01.12.2007 Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Allocations Applied sciences Architecture Computer architecture Computer science; control theory; systems Congestion control Control system synthesis Control theory. Systems Convergence Decomposition distributed algorithm Distributed algorithms Distributed computing Distributed control Exact sciences and technology Mathematical analysis Mathematical models mathematical programming/optimization Maximization Message passing network control by pricing network utility maximization (NUM) Networks Protocols rate control resource allocation Resource management Routing Studies Utility programs Enumeration Maximization Resource allocation Network architecture Control synthesis Routing network control by pricing Congestion control Constrained optimization Control constraint Distributed algorithm Pricing Distributed control rate control mathematical programming/optimization Service quality Traffic congestion Message transmission network utility maximization (NUM) Mathematical programming
ISSN:	0018-9286, 1558-2523
Online Access:	Get full text
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