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Intelligent Systems for Engineers and Scientists (Paperback, 3rd New edition)
Loot Price: R1,695
Discovery Miles 16 950
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Intelligent Systems for Engineers and Scientists (Paperback, 3rd New edition)
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The third edition of this bestseller examines the principles of
artificial intelligence and their application to engineering and
science, as well as techniques for developing intelligent systems
to solve practical problems. Covering the full spectrum of
intelligent systems techniques, it incorporates knowledge-based
systems, computational intelligence, and their hybrids. Using clear
and concise language, Intelligent Systems for Engineers and
Scientists, Third Edition features updates and improvements
throughout all chapters. It includes expanded and separated
chapters on genetic algorithms and single-candidate optimization
techniques, while the chapter on neural networks now covers spiking
networks and a range of recurrent networks. The book also provides
extended coverage of fuzzy logic, including type-2 and fuzzy
control systems. Example programs using rules and uncertainty are
presented in an industry-standard format, so that you can run them
yourself. The first part of the book describes key techniques of
artificial intelligence-including rule-based systems, Bayesian
updating, certainty theory, fuzzy logic (types 1 and 2), frames,
objects, agents, symbolic learning, case-based reasoning, genetic
algorithms, optimization algorithms, neural networks, hybrids, and
the Lisp and Prolog languages. The second part describes a wide
range of practical applications in interpretation and diagnosis,
design and selection, planning, and control. The author provides
sufficient detail to help you develop your own intelligent systems
for real applications. Whether you are building intelligent systems
or you simply want to know more about them, this book provides you
with detailed and up-to-date guidance. Check out the significantly
expanded set of free web-based resources that support the book at:
http://www.adrianhopgood.com/aitoolkit/
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