Artificial Neural Networks and Their Applications

Author: Yuan Chengzeng
Publisher:
Publish Date: 1999-10-01
Features: This book is written with engineering applications in mind, following the philosophy where theory guides application and application drives the development of theory. It selects commonly used and fundamental artificial neural network models, including feedforward, feedback, self-organizing, and brain-like model connection controllers (abbreviated as CMAC). It also introduces relatively new and promising fuzzy artificial neural networks. Each model's commonly used learning rules are elaborated in detail, with each model structured around the sequence of structure, basic principles, learning algorithms, design and implementation, and applications. The book focuses on applications in control, expert systems, and forecasting, and provides numerous characteristic examples for various models.