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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 Evolutionary Approaches to Distributed Database Management; 15 The Automation of Software Validation using Evolutionary Computation
16 Evolutionary Game Theory Applied to Service Selection and Network Ecologies17 Intelligent Flow Control Under Game Theoretic Framework; 18 Global Search Techniques for problems in Mobile Communications; 19 An Effective Genetic Algorithm for Fixed Channel Assignment; References; Index
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 approa