Intelligent Systems for Engineers and Scientists: A Practical Guide to Artificial Intelligence, 4th EditionКНИГИ » ПРОГРАММИНГ
Название: Intelligent Systems for Engineers and Scientists: A Practical Guide to Artificial Intelligence, 4th Edition Автор: A. A. Hopgood Издательство: CRC Press Год: 2022 Формат: PDF Страниц: 515 Размер: 14 Mb Язык: English
The fourth edition of this bestselling textbook explains the principles of artificial intelligence (AI) and its practical applications. Using clear and concise language, it provides a solid grounding across the full spectrum of AI techniques, so that its readers can implement systems in their own domain of interest. The coverage includes knowledge-based intelligence, computational intelligence (including machine learning), and practical systems that use a combination of techniques. All the key techniques of artificial intelligence are explained—including rule-based systems, Bayesian updating, certainty theory, fuzzy logic (types 1 and 2), agents, objects, frames, symbolic learning, case-based reasoning, genetic algorithms and other optimization techniques, shallow and deep neural networks, hybrids, and the Lisp, Prolog, and Python programming languages. The book also describes a wide range of practical applications in interpretation and diagnosis, design and selection, planning, and control.
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Intelligent Systems for Engineers and Scientists: A Practical Guide to Artificial Intelligence, 4th Edition 
