UID:
almafu_9959328180102883
Format:
1 online resource (xii, 400 pages) :
,
illustrations
ISBN:
0471988553
,
9780471988557
,
047084163X
,
9780470841631
,
1280555068
,
9781280555060
,
9780470853382
,
0470853387
Content:
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 and then the heuristic and adaptive techniques which are now recognised as adept at solving these problems. In addition the emerging technologies in telecommunications and increasing use of the Internet expand the role that advanced heuristic and adaptive methods can play.; Topics covered include: Heuristic techniques covering local search methods and population-based search techniques Adaptive computation techniques covering neural computation, fuzzy logic and game theory Practical and successful ways to address problems in network design and planning, routing, protocol design and network management This state-of-the-art book will be an essential resource for optimization researchers needing a wider appreciation of the problems in telecommunications, and indispensable for telecommunications engineers using heuristic and adaptive techniques.
Note:
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.
Additional Edition:
Print version: Telecommunications optimization. Chichester ; New York : Wiley, 2000 ISBN 0471988553
Language:
English
Keywords:
Electronic books.
;
Electronic books.
;
Electronic books.
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/047084163X
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/047084163X
URL:
https://onlinelibrary.wiley.com/doi/book/10.1002/047084163X
