Artificial Intelligence and its Applications

Author: Wang Wanliang
Publisher:
Publish Date: 2005-03-01
Features: This book is a fundamental and highly readable textbook on artificial intelligence, suitable for teaching. The author hopes that readers, through studying this book, will master the basic concepts of artificial intelligence and gain insights into some cutting-edge research topics in the field, laying a foundation for further learning and research in artificial intelligence theory and applications. The book consists of 9 chapters: Chapter 1 Introduction; Chapter 2 Knowledge Representation; Chapter 3 Deterministic Reasoning Methods; Chapter 4 Uncertainty Reasoning Methods; Chapter 5 Search Strategies for Solving Problems; Chapter 6 Expert Systems; Chapter 7 Machine Learning; Chapter 8 Artificial Neural Networks and Their Applications; Chapter 9 Genetic Algorithms and Their Applications. The appendix provides solutions to the exercises in this book. This book can serve as a textbook for graduate and undergraduate students in computer science, information, control, mechatronics, and other related fields to study artificial intelligence courses. Due to the relatively independent nature of several major parts of the book, instructors can flexibly select relevant content based on the course schedule. The book is also suitable for researchers and engineering professionals who wish to master artificial intelligence technology.