Computational Intelligence in Systems and Control Design and Applications

Written By S.G. Tzafestas
Computational Intelligence in Systems and Control Design and Applications
  • Publsiher : Springer Science & Business Media
  • Release : 30 November 2001
  • ISBN : 9781402003943
  • Pages : 376 pages
  • Rating : /5 from reviews
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Download or read book entitled Computational Intelligence in Systems and Control Design and Applications by author: S.G. Tzafestas which was release on 30 November 2001 and published by Springer Science & Business Media with total page 376 pages . This book available in PDF, EPUB and Kindle Format. This book contains thirty timely contributions in the emerging field of Computational Intelligence (CI) with reference to system control design and applications. The three basic constituents ofCI are neural networks (NNs). fuzzy logic (FL) I fuzzy reasoning (FR). and genetic algorithms (GAs). NNs mimic the distributed functioning of the human brain and consist of many. rather simple. building elements (called artificial neurons) which are controlled by adaptive parameters and are able to incorporate via learning the knowledge provided by the environment, and thus respond intelligently to new stimuli. Fuzzy logic (FL) provides the means to build systems that can reason linguistically under uncertainty like the human experts (common sense reasoning). Both NNs and FL I FR are among the most widely used tools for modeling unknown systems with nonlinear behavior. FL suits better when there is some kind of knowledge about the system. such as, for example, the linguistic information of a human expert. On the other hand. NNs possess unique learning and generalization capabilities that allow the user to construct very accurate models of nonlinear systems simply using input-output data. GAs offer an interesting set of generic tools for systematic random search optimization following the mechanisms of natural genetics. In hybrid Computational Intelligence - based systems these three tools (NNs, FL, GAs) are combined in several synergetic ways producing integrated tools with enhanced learning, generalization. universal approximation. reasoning and optimization abilities.

Computational Intelligence in Systems and Control Design and Applications

Computational Intelligence in Systems and Control Design and Applications
  • Author : S.G. Tzafestas
  • Publisher : Springer Science & Business Media
  • Release Date : 2001-11-30
  • Total pages : 376
  • ISBN : 9781402003943
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Summary : This book contains thirty timely contributions in the emerging field of Computational Intelligence (CI) with reference to system control design and applications. The three basic constituents ofCI are neural networks (NNs). fuzzy logic (FL) I fuzzy reasoning (FR). and genetic algorithms (GAs). NNs mimic the distributed functioning of the human ...

Applications and Science of Computational Intelligence

Applications and Science of Computational Intelligence
  • Author : Anonim
  • Publisher : Unknown
  • Release Date : 2002
  • Total pages : 212
  • ISBN : 9781402003943
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Summary : Read online Applications and Science of Computational Intelligence written by , published by which was released on 2002. Download full Applications and Science of Computational Intelligence Books now! Available in PDF, ePub and Kindle....

Computational Intelligence and Big Data Analytics

Computational Intelligence and Big Data Analytics
  • Author : Ch. Satyanarayana,Kunjam Nageswara Rao,Richard G. Bush
  • Publisher : Springer
  • Release Date : 2018-09-08
  • Total pages : 137
  • ISBN : 9781402003943
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Summary : This book highlights major issues related to big data analysis using computational intelligence techniques, mostly interdisciplinary in nature. It comprises chapters on computational intelligence technologies, such as neural networks and learning algorithms, evolutionary computation, fuzzy systems and other emerging techniques in data science and big data, ranging from methodologies, theory ...

Hybrid Computational Intelligence

Hybrid Computational Intelligence
  • Author : Siddhartha Bhattacharyya,Vaclav Snasel,Deepak Gupta,Ashish Khanna
  • Publisher : Academic Press
  • Release Date : 2020-03-05
  • Total pages : 250
  • ISBN : 9781402003943
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Summary : Hybrid Computational Intelligence: Challenges and Utilities is a comprehensive resource that begins with the basics and main components of computational intelligence. It brings together many different aspects of the current research on HCI technologies, such as neural networks, support vector machines, fuzzy logic and evolutionary computation, while also covering a ...

Computational Intelligence

Computational Intelligence
  • Author : Dinesh C.S. Bisht,Mangey Ram
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2020-08-10
  • Total pages : 280
  • ISBN : 9781402003943
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Summary : Computational intelligence (CI) lies at the interface between engineering and computer science; control engineering, where problems are solved using computer-assisted methods. Thus, it can be regarded as an indispensable basis for all artificial intelligence (AI) activities. This book collects surveys of most recent theoretical approaches focusing on fuzzy systems, neurocomputing, ...

Computational Intelligence Applications in Modeling and Control

Computational Intelligence Applications in Modeling and Control
  • Author : Ahmad Taher Azar,Sundarapandian Vaidyanathan
  • Publisher : Springer
  • Release Date : 2014-12-26
  • Total pages : 430
  • ISBN : 9781402003943
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Summary : The development of computational intelligence (CI) systems was inspired by observable and imitable aspects of intelligent activity of human being and nature. The essence of the systems based on computational intelligence is to process and interpret data of various nature so that that CI is strictly connected with the increase ...

Computational Intelligence and Soft Computing Applications in Healthcare Management Science

Computational Intelligence and Soft Computing Applications in Healthcare Management Science
  • Author : Gul, Muhammet,Celik, Erkan,Mete, Suleyman,Serin, Faruk
  • Publisher : IGI Global
  • Release Date : 2020-03-06
  • Total pages : 322
  • ISBN : 9781402003943
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Summary : In today’s modernized world, the field of healthcare has seen significant practical innovations with the implementation of computational intelligence approaches and soft computing methods. These two concepts present various solutions to complex scientific problems and imperfect data issues. This has made both very popular in the medical profession. There ...

Computational Intelligence A Compendium

Computational Intelligence  A Compendium
  • Author : John Fulcher
  • Publisher : Springer Science & Business Media
  • Release Date : 2008-06-16
  • Total pages : 1179
  • ISBN : 9781402003943
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Summary : Computational Intelligence: A Compendium presents a well structured overview about this rapidly growing field with contributions of leading experts in Computational Intelligence. The main focus of the compendium is on applied methods tired-and-proven effective to realworld problems, which is especially useful for practitioners, researchers, students and also newcomers to the ...

Computational Intelligence

Computational Intelligence
  • Author : Amit Konar
  • Publisher : Springer Science & Business Media
  • Release Date : 2006-01-16
  • Total pages : 708
  • ISBN : 9781402003943
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Summary : Computational Intelligence: Principles, Techniques and Applications presents both theories and applications of computational intelligence in a clear, precise and highly comprehensive style. The textbook addresses the fundamental aspects of fuzzy sets and logic, neural networks, evolutionary computing and belief networks. The application areas include fuzzy databases, fuzzy control, image understanding, ...

Computational Intelligence and Its Applications in Healthcare

Computational Intelligence and Its Applications in Healthcare
  • Author : Prashant Johri,Jitendra Kumar Verma,Sudip Paul
  • Publisher : Academic Press
  • Release Date : 2020-08-01
  • Total pages : 264
  • ISBN : 9781402003943
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Summary : Computational Intelligence and Its Applications in Healthcare presents rapidly growing applications of computational intelligence for healthcare systems, including intelligent synthetic characters, man-machine interface, menu generators, user acceptance analysis, pictures archiving, and communication systems. Computational intelligence is the study of the design of intelligent agents, which are systems that act intelligently: ...

Cognitive Science and Artificial Intelligence

Cognitive Science and Artificial Intelligence
  • Author : Sasikumar Gurumoorthy,Bangole Narendra Kumar Rao,Xiao-Zhi Gao
  • Publisher : Springer
  • Release Date : 2017-12-22
  • Total pages : 112
  • ISBN : 9781402003943
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Summary : This book presents interdisciplinary research on cognition, mind and behavior from an information processing perspective. It includes chapters on Artificial Intelligence, Decision Support Systems, Machine Learning, Data Mining and Support Vector Machines, chiefly with regard to the data obtained and analyzed in Medical Informatics, Bioinformatics and related disciplines. The book ...

Applications of Computational Intelligence in Data Driven Trading

Applications of Computational Intelligence in Data Driven Trading
  • Author : Cris Doloc
  • Publisher : John Wiley & Sons
  • Release Date : 2019-10-29
  • Total pages : 304
  • ISBN : 9781402003943
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Summary : “Life on earth is filled with many mysteries, but perhaps the most challenging of these is the nature of Intelligence.” – Prof. Terrence J. Sejnowski, Computational Neurobiologist The main objective of this book is to create awareness about both the promises and the formidable challenges that the era of Data-Driven Decision-Making ...

Artificial Intelligence Perspectives and Applications

Artificial Intelligence Perspectives and Applications
  • Author : Radek Silhavy,Roman Senkerik,Zuzana Kominkova Oplatkova,Zdenka Prokopova,Petr Silhavy
  • Publisher : Springer
  • Release Date : 2015-04-25
  • Total pages : 364
  • ISBN : 9781402003943
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Summary : This volume is based on the research papers presented in the 4th Computer Science On-line Conference. The volume Artificial Intelligence Perspectives and Applications presents new approaches and methods to real-world problems, and in particular, exploratory research that describes novel approaches in the field of artificial intelligence. Particular emphasis is laid ...

Web Artificial Intelligence and Network Applications

Web  Artificial Intelligence and Network Applications
  • Author : Leonard Barolli,Makoto Takizawa,Fatos Xhafa,Tomoya Enokido
  • Publisher : Springer
  • Release Date : 2019-03-14
  • Total pages : 1172
  • ISBN : 9781402003943
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Summary : The aim of the book is to provide latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to the emerging areas of Web Computing, Intelligent Systems and Internet Computing. As the Web has become a major source of information, techniques and methodologies ...

Springer Handbook of Computational Intelligence

Springer Handbook of Computational Intelligence
  • Author : Janusz Kacprzyk,Witold Pedrycz
  • Publisher : Springer
  • Release Date : 2015-05-18
  • Total pages : 1634
  • ISBN : 9781402003943
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Summary : The Springer Handbook for Computational Intelligence is the first book covering the basics, the state-of-the-art and important applications of the dynamic and rapidly expanding discipline of computational intelligence. This comprehensive handbook makes readers familiar with a broad spectrum of approaches to solve various problems in science and technology. Possible approaches ...