Worldwide Intelligent Systems
Approaches to Telecommunications and Network Management
- Liebowitz, J., Prerau, D.S.
- Pub. date
- January 1995
- hardcover (reprinted 2005)
- 24 of Frontiers in Artificial Intelligence and Applications
- ISBN print
- Artificial Intelligence, Computer & Communication Sciences, Computer Science
Telecommunications firms worldwide are actively involved in AI applications for resolving network management and telecommunications problems. This book addresses the following major functional areas: planning, scheduling, monitoring, control, fault classification and diagnosis, training and help desks. Several AI techniques are applied, including neural networks, expert systems, integrating rule-based systems with case-based reasoning systems, genetic algorithms, distributed AI and intelligent tutoring systems. This book is of interest to researchers and professionals in telecommunication, AI experts and graduate students.