Class Book: Artificial Intelligence 3rd Edition by Patrick Henry Winston
This book explains how
it is possible for computers to reason and perceive, thus introducing
the field called artificial intelligence. From the book, you learn why
the field is important, both as a branch of engineering and as a
science. If you are a computer scientist or an engineer, you will enjoy
the book, because it provides a cornucopia of new ideas for representing
knowledge, using knowledge, and building practical systems. If you are a
psychologist, biologist, linguist, or philosopher, you will enjoy the
book because it provides an exciting computational perspective on the
mystery of intelligence. The Knowledge You Need This completely
rewritten and updated edition of Artificial Intelligence reflects the
revolutionary progress made since the previous edition was published.
Part I is about representing knowledge and about reasoning methods that
make use of knowledge. The material covered includes the semantic-net
family of representations, describe and match, generate and test,
means-ends analysis, problem reduction, basic search, optimal search,
adversarial search, rule chaining, the rete algorithm, frame
inheritance, topological sorting, constraint propagation, logic, truth