Artificial Intelligence -- Theory and Practice (English Version)

Author: Thomas Dean
Publisher:
Publish Date: 2003-06-01
Features: This is a textbook that elaborates on the fundamental theories and practical applications of artificial intelligence, meticulously compiled by three seasoned AI experts. Addressing the expression and computation issues that arise in the development of machine intelligence systems, the book introduces new research findings and discusses practical problems encountered in system implementation. The authors delve into traditional symbolic reasoning techniques (such as deductive reasoning, decision trees) for solving learning, planning, and uncertainty problems, as well as emerging technologies like neural networks and probabilistic reasoning. Important algorithms mentioned in each chapter are accompanied by their Lisp implementation source code at the end of the chapter for reference during experiments. Additionally, the book provides numerous examples of AI application systems. This textbook is suitable for AI courses in computer science, control engineering, mechatronics, mathematics, and other related disciplines at universities and colleges. It can also serve as a reference for researchers and engineering professionals engaged in AI research and applications.