Telecommunications Optimization: Heuristic and Adaptive Techniques

ISBN-13: 9780471988557 / Angielski / Twarda / 2000 / 416 str.

David Corne; David W. Corne; Martin J. Oates

Opis

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.

Spis treści

Heuristic and Adaptive Techniques in Telecommunications: An Introduction.

NETWORK PLANNING AND DESIGN.

Evolutionary Methods for the Design of Reliable Networks.

Efficient Network Design using Heuristic and Genetic Algorithms.

Tabu Search and Evolutionary Scatter Search for ′Tree–Star′ Network Problems, with Applications to Leased Line Network Design.

Addressing Optimization Issues in Network Planning with Evolutionary Computation.

Node–Pair Encoding Genetic Programming for Optical Mesh Network Topology Design.

Optimizing The Access Network.

ROUTING AND PROTOCOLS.

Routing Control in Packet Switched Networks using Soft Computing Techniques.

The Genetic Adaptive Routing Algorithm.

Optimization of Restoration and Routing Strategies.

GA–based Verification of Network Protocols Performance.

Neural Networks for the Optimization of Runtime Adaptable Communication Protocols.

SOFTWARE, STRATEGY AND TRAFFIC MANAGEMENT.

Adaptive Demand–based Heuristics for Traffic Reduction in Distributed Information Systems.

Exploring Evolutionary Approaches to Distributed Database Management.

The Automation of Software Validation using Evolutionary Computation.

Evolutionary Game Theory Applied to Service Selection and Network Ecologies.

Intelligent Flow Control Under Game Theoretic Framework.

Global Search Techiques for problems in Mobile Communications.

An Effective Genetic Algorithm for Fixed Channel Assignment.

References.

Index.

Blurb

With a broad range of research studies, Telecommunications Optimization encompasses a variety of modern aproaches used to solve telecommunications optimization problems. Constant advances in computer science and artifical intelligence have resulted in heuristic and adaptive techniques becoming recognized as adept providers of solutions to the problems faced in the telecommunications arena. 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 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

Written in an accessible and easy–to–read manner, optimization researchers can use this essential resource to gain a wider appreciation of the problems in telecommunications. It is also an indispensible source for telecommunications engineers enabling optimization issues to be addressed through the use of developing software technologies.