Bio-Inspired Computation in Telecommunications

Reviews the latest developments in bio-inspired computation from both theory and application as they relate to telecommunications and image processing

Xin-She Yang (Author), Su Fong Chien (Author), T.O. Ting (Author)

9780128015384

Paperback, published 10 February 2015

348 pages
23.4 x 19 x 2.2 cm, 0.72 kg

"...reading this book will broaden your horizons with regard to how one could solve optimization problems by applying bio-inspired algorithms, with particular emphasis on telecommunications networks...It could be used for courses related to telecommunications, as well as for courses related to advanced algorithmics." --Computing Reviews

Approx.330 pages

1. Bio-Inspired Computation and Optimization: An Overview 2. Bio-inspired Approaches in Telecommunications Firefly Algorithm in Telecommunications3. A Survey of Intrusion Detection Systems Using Evolutionary Computation4. VoIP Quality Prediction Model by Bio-inspired Methods, On the impact of Differential Evolution parameters solving the Survivable Virtual Topology Mapping Problem in IP-over-WDM Networks, Radio Resource Management by Evolutionary Algorithms for 4G LTE-Advanced Networks5. Robust Transmission for Heterogeneous Networks with Cognitive Small Cells6. Ecologically-inspired Resource Distribution Techniques for Sustainable Communication Networks7. Multi-objective Optimization in Optical Networks8. Cell Coverage Area Optimization based on Particle Swarm Optimization (PSO) for Green Macro Long-term Evolution (LTE) Cellular Network9. Bio-Inspired Computation for Solving the Optimal Coverage Problem in Wireless Sensor Networks: A Binary Particle Swarm Optimization Approach 10. Clonal Selection based Minimum Interference Channel Assignment Algorithms for Multi-radio Wireless Mesh Networks

Subject Areas: Artificial intelligence [UYQ], Telephone technology [TJKT], Communications engineering / telecommunications [TJK], Applied mathematics [PBW]