Bionics in Computational Intelligence: Theory and Algorithms: Theory and Algorithms

Author: Zhu Zongben
Publisher:
Publish Date: 2003-05-01
Features: This book can be used as a graduate textbook for majors such as applied mathematics, computational mathematics, operations research and control, information science, computer science, and systems science. It can also serve as a reference for teachers and researchers in various fields engaged in computational intelligence research and applications. Computational intelligence is a theory and methodology for simulating human intelligence to solve problems, based on models (computational models, mathematical models) and characterized by distributed parallel computing. This book systematically presents the fundamental content, theories, and methods of computational intelligence. The book is divided into three parts (chapters). Chapter 1 discusses the theory of evolutionary computation from the perspective of simulating the generation process of intelligent systems; Chapter 2 discusses the theory of artificial neural networks from the perspective of simulating the structure of intelligent systems; Chapter 3 discusses fuzzy logic and fuzzy reasoning from the perspective of simulating intelligent behavior. The book highlights the fundamentals (especially the mathematical foundation), emphasizes the background (especially the biological and engineering background), and focuses on research and development.