Principles and Methods of Artificial Intelligence

Author: Wang Yongqing
Publisher:
Publish Date: 1999-07-01
Features: This book provides a comprehensive introduction to the basic theories, methods, and application technologies of artificial intelligence. The book consists of 12 chapters, which can be divided into three parts: Part 1 includes Chapters 1 to 6, discussing the three major technologies of artificial intelligence—knowledge representation, reasoning, and search—focusing on the representation and processing techniques of uncertainty. Part 2 includes Chapters 7 to 10, emphasizing the concepts and system construction techniques in research fields such as expert systems, machine learning, pattern recognition, and intelligent decision support systems. Part 3 includes Chapters 11 and 12, which discuss the concepts, models, current research status, and prospects of neural networks and intelligent computers. This book features original content, systematicity, novelty, practicality, and readability, making it suitable for both teaching and self-study. It is intended as a textbook for undergraduate and graduate students in computer science and can also serve as a reference for relevant technical personnel.