AI Tutorial

Author: Wang Shitong
Publisher:
Publish Date: 2002-03-01
Features: This book systematically introduces the fundamental principles of artificial intelligence and its related application fields. The book is divided into nine chapters. Chapter 1 discusses the definition, brief history, and research areas of artificial intelligence. Chapter 2 introduces various knowledge representation methods. Chapter 3 covers problem-solving techniques, with a focus on heuristic search techniques. Chapter 4 presents basic reasoning techniques. Chapter 5 introduces imprecise reasoning techniques. Chapter 6 covers the important artificial intelligence language Prolog. Chapter 7 discusses expert systems. Chapter 8 introduces various basic methods of machine learning. Chapter 9 explains the basic structures and learning methods of artificial neural networks, with a focus on feedforward neural networks and Hopfield neural networks. This book can serve as a textbook or teaching reference for undergraduate and junior college students in computer science, information processing, automation, and related fields, as well as for professionals in relevant technical fields.