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Telecommunications optimization heuristics and adaptive techniques /

Written in an accessible and easy-to-read style, this cutting-edge book presents advanced solutions to current and future telecommunications optimization problems. The field of telecommunications is growing and changing ever more rapidly, presenting new real-world problems for optimization researche...

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Bibliographic Details
Corporate Authors: John Wiley & Sons
Group Author: Corne, David; Oates, Martin J; Smith, George D
Published:
Literature type: Electronic eBook
Language: English
Subjects:
Telecommunication systems > Management
Heuristic programming
Communication technology.
Electronic books
Online Access: http://onlinelibrary.wiley.com/book/10.1002/047084163X
Summary: Written in an accessible and easy-to-read style, this cutting-edge book presents advanced solutions to current and future telecommunications optimization problems. The field of telecommunications is growing and changing ever more rapidly, presenting new real-world problems for optimization researchers to address. Telecommunications engineers tend to know all about the problems involved but are often not aware of developments in computer science and artificial intelligence that might solve those problems. This unique book takes a colloborative approach describing the essence of the problems a
Carrier Form: 1 online resource (xii, 400 pages) : illustrations
Bibliography: Includes bibliographical references and index.
ISBN: 0471988553
9780471988557
047084163X
9780470841631
1280555068
9781280555060
9780470853382
0470853387
Index Number: TK5102
CLC: TN915.07
Contents: Contents; Contributors; Preface; Acknowledgements; 1 Heuristic and Adaptive Techniques in Telecommunications: An Introduction; 2 Evolutionary Methods for the Design of Reliable Networks; 3 Efficient Network Design using Heuristic and Genetic Algorithms; 4 Tabu Search and Evolutionary Scatter Search for 'Tree-Star' Network Problems, with Applications to Leased Line Network Design; 5 Addressing Optimization Issues in Network Planning with Evolutionary Computation; 6 Node-Pair Encoding Genetic Programming for Optical Mesh Network Topology Design; 7 Optimizing The Access Network.
8 Routing Control in Packet Switched Networks using Soft Computing Techniques9 The Genetic Adaptive Routing Algorithm; 10 Optimization of Restoration and Routing Strategies; 11 GA-based Verification of Network Protocols Performance; 12 Neural Networks for the Optimization of Runtime Adaptable Communication Protocols; 13 Adaptive Demand-based Heuristics for Traffic Reduction in Distributed Information Systems; 14 Exploring Evolu.

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