Telecommunications Optimization

Heuristic and Adaptive Techniques
1. Auflage 2000
ISBN: 978-0-471-98855-7
Verlag: Wiley

Buch, Englisch, 416 Seiten, Format (B × H): 183 mm x 260 mm, Gewicht: 983 g

Künstliche Intelligenz, evolutionäre Algorithmen - Schlagworte, die oft im Zusammenhang mit der künftigen Entwicklung der Telekommunikation genannt werden. Was verbirgt sich dahinter? Dieses Buch bietet Ihnen moderne Erläuterungen und Lösungen: Topologiedesign, Netzwerkverwaltung, Steuerung der Auslastung und Aufdeckung von mißbräuchlicher Nutzung sind nur einige der vielfältigen Themen. (spring 00)

Autoren/Hrsg.

Corne, David W

Oates, Martin J

Smith, George D

Inhaltsverzeichnis

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.

Über Autor(innen)

David W. Corne holds a Chair in Computer Science at Heriot-Watt University, Edinburgh, Scotland, and his research interests include evolutionary computation, multi-objective optimization, bioinformatics, telecommunications, and general aspects and applications of nature-inspired computation.

Martin J. Oates is the editor of Telecommunications Optimization: Heuristic and Adaptive Techniques, published by Wiley.

George D. Smith is the editor of Telecommunications Optimization: Heuristic and Adaptive Techniques, published by Wiley.