Neural Network-Based Intelligent Diagnosis

Author: Yu Heji
Publisher:
Publish Date: 2000-01-01
Features: The book consists of 8 chapters, covering the origin, development, current status, and trends of neural network-based intelligent diagnosis, as well as the concepts and strategies for intelligent diagnosis of complex systems. It also includes advanced signal processing techniques based on wavelet transform, optimization of neural network structures and algorithm improvements, evolutionary algorithms and their applications in intelligent diagnosis, wavelet neural networks, evolutionary multilayer perceptrons, ensemble neural networks, and the development and practical applications of neural network-based intelligent diagnostic systems.