Network Routing and Intelligent Simulation

Author: Dong Jun
Publisher:
Publish Date: 2004-01-01
Features: Based on introducing the fundamentals of artificial intelligence and the evolution of analysis methods for telecommunication network routing, this book proposes a network intelligent routing resource allocation method based on multi-Agent systems and neural networks to improve network connectivity and balance network load. Simulations show that this method, with its excellent distributed characteristics and intelligent decision-making capabilities, outperforms the real-time network routing method used by AT&T in the United States and the dynamic control routing method used by Canadian telecommunications in terms of connectivity and load balancing. Subsequently, the relationship between artificial intelligence, epistemology, object-oriented approaches, and thinking is discussed. Taking the formation of calligraphy style and electrocardiogram recognition as backgrounds, the book presents two fundamental problems of imaginative thinking—artistic creation and waveform recognition—to explore the broader and deeper content of intelligent simulation. This book is suitable for science and technology personnel engaged in communication engineering, network design, and artificial intelligence, as well as for students and teachers of relevant institutions for study and reference.