neural networks, fuzzy systems, and evolutionary computation /
نام نخستين پديدآور
James M. Keller, Derong Liu, David B. Fogel
مشخصات ظاهری
نام خاص و کميت اثر
1 online resource (xi, 364 pages) :
ساير جزييات
illustrations.
فروست
عنوان فروست
IEEE Press series on computational intelligence
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references and index
یادداشتهای مربوط به خلاصه یا چکیده
متن يادداشت
Provides an in-depth and even treatment of the three pillars of computational intelligence and how they relate to one another This book covers the three fundamental topics that form the basis of computational intelligence: neural networks, fuzzy systems, and evolutionary computation. The text focuses on inspiration, design, theory, and practical aspects of implementing procedures to solve real-world problems. While other books in the three fields that comprise computational intelligence are written by specialists in one discipline, this book is co-written by current former Editor-in-Chief of IEEE Transactions on Neural Networks and Learning Systems, a former Editor-in-Chief of IEEE Transactions on Fuzzy Systems, and the founding Editor-in-Chief of IEEE Transactions on Evolutionary Computation. The coverage across the three topics is both uniform and consistent in style and notation. -Discusses single-layer and multilayer neural networks, radial-basis function networks, and recurrent neural networks -Covers fuzzy set theory, fuzzy relations, fuzzy logic interference, fuzzy clustering and classification, fuzzy measures and fuzzy integrals -Examines evolutionary optimization, evolutionary learning and problem solving, and collective intelligence -Includes end-of-chapter practice problems that will help readers apply methods and techniques to real-world problems Fundamentals of Computational intelligence is written for advanced undergraduates, graduate students, and practitioners in electrical and computer engineering, computer science, and other engineering disciplines
ویراست دیگر از اثر در قالب دیگر رسانه
عنوان
Fundamentals of computational intelligence
شماره استاندارد بين المللي کتاب و موسيقي
9781119214342
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Expert systems (Computer science)
مقوله موضوعی
موضوع مستند نشده
COM-- 000000
رده بندی ديویی
شماره
006
.
33
ويراست
23
رده بندی کنگره
شماره رده
QA76
.
76
.
E95
نشانه اثر
K45
2016eb
نام شخص به منزله سر شناسه - (مسئولیت معنوی درجه اول )