[PDF] Hybrid Computational Intelligence

Hybrid Computational Intelligence PDF
Author: Siddhartha Bhattacharyya
Publisher: Academic Press
ISBN: 012818700X
Size: 60.14 MB
Format: PDF
Category : Computers
Languages : en
Pages : 250
View: 4420

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Hybrid Computational Intelligence

by Siddhartha Bhattacharyya, release date 2020-03-05, Hybrid Computational Intelligence Books available in PDF, EPUB, Mobi Format. Download Hybrid Computational Intelligence books, 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 wide range of applications and implementation issues, from pattern recognition and system modeling, to intelligent control problems and biomedical applications. The book also explores the most widely used applications of hybrid computation as well as the history of their development. Each individual methodology provides hybrid systems with complementary reasoning and searching methods which allow the use of domain knowledge and empirical data to solve complex problems. Provides insights into the latest research trends in hybrid intelligent algorithms and architectures Focuses on the application of hybrid intelligent techniques for pattern mining and recognition, in big data analytics, and in human-computer interaction Features hybrid intelligent applications in biomedical engineering and healthcare informatics




[PDF] Computational Intelligence In Systems And Control Design And Applications

Computational Intelligence in Systems and Control Design and Applications PDF
Author: S.G. Tzafestas
Publisher: Springer Science & Business Media
ISBN: 9781402003943
Size: 39.87 MB
Format: PDF, Kindle
Category : Mathematics
Languages : en
Pages : 376
View: 843

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Computational Intelligence In Systems And Control Design And Applications

by S.G. Tzafestas, release date 2001-11-30, Computational Intelligence In Systems And Control Design And Applications Books available in PDF, EPUB, Mobi Format. Download Computational Intelligence In Systems And Control Design And Applications books, 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.




[PDF] Computational Intelligence

Computational Intelligence PDF
Author: Dinesh C.S. Bisht
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3110671352
Size: 58.94 MB
Format: PDF
Category : Technology & Engineering
Languages : en
Pages : 280
View: 7371

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Computational Intelligence

by Dinesh C.S. Bisht, release date 2020-08-10, Computational Intelligence Books available in PDF, EPUB, Mobi Format. Download Computational Intelligence books, 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, and nature inspired algorithms. It also presents surveys of up-to-date research and application with special focus on fuzzy systems as well as on applications in life sciences and neuronal computing.




[PDF] Computational Intelligence

Computational Intelligence PDF
Author: Da Ruan
Publisher: World Scientific
ISBN: 9814324698
Size: 69.75 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 1164
View: 6431

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Computational Intelligence

by Da Ruan, release date 2010, Computational Intelligence Books available in PDF, EPUB, Mobi Format. Download Computational Intelligence books, FLINS, originally an acronym for Fuzzy Logic and Intelligent Technologies in Nuclear Science, is now extended to Computational Intelligence for applied research. The contributions to the ninth in the series of FLINS conferences cover state-of-the-art research, development, and technology for computational intelligence systems ? both from foundations and applications points-of-view.




[PDF] Illustrated Computational Intelligence

Illustrated Computational Intelligence PDF
Author: Priti Srinivas Sajja
Publisher: Springer
ISBN: 9789811595882
Size: 21.57 MB
Format: PDF, ePub, Mobi
Category : Technology & Engineering
Languages : en
Pages : 225
View: 1791

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Illustrated Computational Intelligence

by Priti Srinivas Sajja, release date 2020-12-27, Illustrated Computational Intelligence Books available in PDF, EPUB, Mobi Format. Download Illustrated Computational Intelligence books, This book presents a summary of artificial intelligence and machine learning techniques in its first two chapters. The remaining chapters of the book provide everything one must know about the basic artificial intelligence to modern machine intelligence techniques including the hybrid computational intelligence technique, using the concepts of several real-life solved examples, design of projects and research ideas. The solved examples with more than 200 illustrations presented in the book are a great help to instructors, students, non–AI professionals, and researchers. Each example is discussed in detail with encoding, normalization, architecture, detailed design, process flow, and sample input/output. Summary of the fundamental concepts with solved examples is a unique combination and highlight of this book.




[PDF] Computational Intelligence Applications In Modeling And Control

Computational Intelligence Applications in Modeling and Control PDF
Author: Ahmad Taher Azar
Publisher: Springer
ISBN: 3319110179
Size: 24.63 MB
Format: PDF, ePub, Mobi
Category : Computers
Languages : en
Pages : 430
View: 6247

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Computational Intelligence Applications In Modeling And Control

by Ahmad Taher Azar, release date 2014-12-26, Computational Intelligence Applications In Modeling And Control Books available in PDF, EPUB, Mobi Format. Download Computational Intelligence Applications In Modeling And Control books, 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 of available data as well as capabilities of their processing, mutually supportive factors. Developed theories of computational intelligence were quickly applied in many fields of engineering, data analysis, forecasting, biomedicine and others. They are used in images and sounds processing and identifying, signals processing, multidimensional data visualization, steering of objects, analysis of lexicographic data, requesting systems in banking, diagnostic systems, expert systems and many other practical implementations. This book consists of 16 contributed chapters by subject experts who are specialized in the various topics addressed in this book. The special chapters have been brought out in the broad areas of Control Systems, Power Electronics, Computer Science, Information Technology, modeling and engineering applications. Special importance was given to chapters offering practical solutions and novel methods for the recent research problems in the main areas of this book, viz. Control Systems, Modeling, Computer Science, IT and engineering applications. This book will serve as a reference book for graduate students and researchers with a basic knowledge of control theory, computer science and soft-computing techniques. The resulting design procedures are emphasized using Matlab/Simulink software.




[PDF] Computational Intelligence And Big Data Analytics

Computational Intelligence and Big Data Analytics PDF
Author: Ch. Satyanarayana
Publisher: Springer
ISBN: 9811305447
Size: 17.28 MB
Format: PDF, Kindle
Category : Computers
Languages : en
Pages : 137
View: 4295

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Computational Intelligence And Big Data Analytics

by Ch. Satyanarayana, release date 2018-09-08, Computational Intelligence And Big Data Analytics Books available in PDF, EPUB, Mobi Format. Download Computational Intelligence And Big Data Analytics books, 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 and algorithms for handling big data, to their applications in bioinformatics and related disciplines. The book describes the latest solutions, scientific results and methods in solving intriguing problems in the fields of big data analytics, intelligent agents and computational intelligence. It reflects the state of the art research in the field and novel applications of new processing techniques in computer science. This book is useful to both doctoral students and researchers from computer science and engineering fields and bioinformatics related domains.




[PDF] Computational Intelligence

Computational Intelligence PDF
Author: Amit Konar
Publisher: Springer Science & Business Media
ISBN: 3540273352
Size: 80.24 MB
Format: PDF, ePub
Category : Mathematics
Languages : en
Pages : 708
View: 337

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Computational Intelligence

by Amit Konar, release date 2006-01-16, Computational Intelligence Books available in PDF, EPUB, Mobi Format. Download Computational Intelligence books, 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, expert systems, object recognition, criminal investigation, telecommunication networks, and intelligent robots. The book contains many numerical examples and homework problems with sufficient hints so that the students can solve them on their own.




[PDF] Applications Of Computational Intelligence In Data Driven Trading

Applications of Computational Intelligence in Data Driven Trading PDF
Author: Cris Doloc
Publisher: John Wiley & Sons
ISBN: 1119550505
Size: 15.92 MB
Format: PDF, ePub
Category : Business & Economics
Languages : en
Pages : 304
View: 1376

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Applications Of Computational Intelligence In Data Driven Trading

by Cris Doloc, release date 2019-10-29, Applications Of Computational Intelligence In Data Driven Trading Books available in PDF, EPUB, Mobi Format. Download Applications Of Computational Intelligence In Data Driven Trading books, “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 and Machine Learning are confronted with, and especially about how these new developments may influence the future of the financial industry. The subject of Financial Machine Learning has attracted a lot of interest recently, specifically because it represents one of the most challenging problem spaces for the applicability of Machine Learning. The author has used a novel approach to introduce the reader to this topic: The first half of the book is a readable and coherent introduction to two modern topics that are not generally considered together: the data-driven paradigm and Computational Intelligence. The second half of the book illustrates a set of Case Studies that are contemporarily relevant to quantitative trading practitioners who are dealing with problems such as trade execution optimization, price dynamics forecast, portfolio management, market making, derivatives valuation, risk, and compliance. The main purpose of this book is pedagogical in nature, and it is specifically aimed at defining an adequate level of engineering and scientific clarity when it comes to the usage of the term “Artificial Intelligence,” especially as it relates to the financial industry. The message conveyed by this book is one of confidence in the possibilities offered by this new era of Data-Intensive Computation. This message is not grounded on the current hype surrounding the latest technologies, but on a deep analysis of their effectiveness and also on the author’s two decades of professional experience as a technologist, quant and academic.