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Telecommunications Optimization: Heuristic and Adaptive Techniques

โœ Scribed by David W. Corne, Martin J. Oates, George D. Smith


Publisher
Wiley
Year
2000
Tongue
English
Leaves
414
Edition
1
Category
Library

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โœฆ Synopsis


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.

โœฆ Table of Contents


Telecommunications Optimization--Heuristic & Adaptive Techniques......Page 1
Copyright......Page 4
Contents......Page 6
Contributors......Page 8
Preface......Page 12
Acknowledgments......Page 14
Ch1 Heuristic & Adaptive Computation Techniques in Telecommunications: Introduction......Page 15
Part1 Network Planning & Design......Page 29
Ch2 Evolutionary Methods for Design of Reliable Networks......Page 31
Ch3 Efficient Network Design using Heuristic & Genetic Algorithms......Page 49
Ch4 Tabu Search & Evolutionary Scatter Search for "Three-Star" Network Problems with Applications to Leased-Line Network Design......Page 71
Ch5 Addressing Optimization Issues in Network Planning with Evolutionary Computation......Page 93
Ch6 Node-Pair Encoding Genetic Programming for Optical Mesh Network Topology Design......Page 113
Ch7 Optimizing Access Network......Page 129
Part2 Routing & Protocols......Page 149
Ch8 Routing Control in Packet Switched Networks using Soft Computing Techniques......Page 151
Ch9 Genetic Adaptive Routing Algorithm......Page 165
Ch10 Optimization of Restoration & Routing Strategies......Page 181
Ch11 GA-Based Verification of Network Protocols Performance......Page 199
Ch12 Neural Networks for Optimization of Runtime Adaptable Communication Protocols......Page 213
Part3 Software, Strategy & Traffic Management......Page 235
Ch13 Adaptive Demand-Based Heuristics for Traffic Reduction in Distributed Information Systems......Page 237
Ch14 Exploring Evolutionary Approaches to Distributed Database Management......Page 249
Ch15 Automation of Software Validation using Evolutionary Computation......Page 279
Ch16 Evolutionary Game Theory Applied to Service Selection & Network Ecologies......Page 297
Ch17 Intelligent Flow Control under Game Theoretic Framework......Page 321
Ch18 Global Search Techniques for Problems in Mobile Communications......Page 345
Ch19 Effective Genetic Algorithm for Fixed Channel Assignment Problem......Page 371
References......Page 387
Index......Page 407


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