Intelligent Systems for Engineers and Scientists: A Practical Guide to Artificial Intelligence,4th Edition
Publisher finelybook 出版社: CRC Press; 4th edition (December 10,2021)
Language 语言: English
Print Length 页数: 514 pages
ISBN-10: 1032126760
ISBN-13: 9781032126760
Book Description
By finelybook
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.
Fully updated and revised,Intelligent Systems for Engineers and Scientists: A practical guide to artificial intelligence,Fourth Edition features:
A new chapter on deep neural networks,reflecting the growth of machine learning as a key technique for AI
A new section on the use of Python,which has become the de facto standard programming language for many aspects of AI
The rule-based and uncertainty-based examples in the book are compatible with the Flex toolkit Author: Logic Programming Associates (LPA) and its Flint extension for handling uncertainty and fuzzy logic. Readers of the book can download this commercial software for use free of charge.
Whether you are building your own intelligent systems,or you simply want to know more about them,this practical AI textbook provides you with detailed and up-to-date guidance
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