Soft Computing In Systems And Control Technology

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Soft Computing in Systems and Control Technology

S. G. Tzafestas
Soft Computing in Systems and Control Technology Book PDF

Author : S. G. Tzafestas
Publisher : World Scientific
Page : 516 pages
File Size : 44,9 Mb
Release : 1999
Category : Computers
ISBN : 9810233817

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Soft Computing in Systems and Control Technology by S. G. Tzafestas Pdf

Soft computing is a branch of computing which, unlike hard computing, can deal with uncertain, imprecise and inexact data. The three constituents of soft computing are fuzzy-logic-based computing, neurocomputing, and genetic algorithms. Fuzzy logic contributes the capability of approximate reasoning, neurocomputing offers function approximation and learning capabilities, and genetic algorithms provide a methodology for systematic random search and optimization. These three capabilities are combined in a complementary and synergetic fashion.This book presents a cohesive set of contributions dealing with important issues and applications of soft computing in systems and control technology. The contributions include state-of-the-art material, mathematical developments, fresh results, and how-to-do issues. Among the problems studied via neural, fuzzy, neurofuzzy and genetic methodologies are: data fusion, reinforcement learning, approximation properties, multichannel imaging, signal processing, system optimization, gaming, and several forms of control.The book can serve as a reference for researchers and practitioners in the field. Readers can find in it a large amount of useful and timely information, and thus save considerable effort in searching for other scattered literature.

Intelligent Control Systems Using Soft Computing Methodologies

Ali Zilouchian,Mo Jamshidi
Intelligent Control Systems Using Soft Computing Methodologies Book PDF

Author : Ali Zilouchian,Mo Jamshidi
Publisher : CRC Press
Page : 504 pages
File Size : 46,8 Mb
Release : 2001-03-27
Category : Technology & Engineering
ISBN : 9781420058147

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Intelligent Control Systems Using Soft Computing Methodologies by Ali Zilouchian,Mo Jamshidi Pdf

In recent years, intelligent control has emerged as one of the most active and fruitful areas of research and development. Until now, however, there has been no comprehensive text that explores the subject with focus on the design and analysis of biological and industrial applications. Intelligent Control Systems Using Soft Computing Methodologies does all that and more. Beginning with an overview of intelligent control methodologies, the contributors present the fundamentals of neural networks, supervised and unsupervised learning, and recurrent networks. They address various implementation issues, then explore design and verification of neural networks for a variety of applications, including medicine, biology, digital signal processing, object recognition, computer networking, desalination technology, and oil refinery and chemical processes. The focus then shifts to fuzzy logic, with a review of the fundamental and theoretical aspects, discussion of implementation issues, and examples of applications, including control of autonomous underwater vehicles, navigation of space vehicles, image processing, robotics, and energy management systems. The book concludes with the integration of genetic algorithms into the paradigm of soft computing methodologies, including several more industrial examples, implementation issues, and open problems and open problems related to intelligent control technology. Suitable as a textbook or a reference, Intelligent Control Systems explores recent advances in the field from both the theoretical and the practical viewpoints. It also integrates intelligent control design methodologies to give designers a set of flexible, robust controllers and provide students with a tool for solving the examples and exercises within the book.

Soft Computing In Systems And Control Technology

Spyros Tzafestas
Soft Computing In Systems And Control Technology Book PDF

Author : Spyros Tzafestas
Publisher : World Scientific
Page : 510 pages
File Size : 41,6 Mb
Release : 1999-05-21
Category : Technology & Engineering
ISBN : 9789814496438

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Soft Computing In Systems And Control Technology by Spyros Tzafestas Pdf

Soft computing is a branch of computing which, unlike hard computing, can deal with uncertain, imprecise and inexact data. The three constituents of soft computing are fuzzy-logic-based computing, neurocomputing, and genetic algorithms. Fuzzy logic contributes the capability of approximate reasoning, neurocomputing offers function approximation and learning capabilities, and genetic algorithms provide a methodology for systematic random search and optimization. These three capabilities are combined in a complementary and synergetic fashion.This book presents a cohesive set of contributions dealing with important issues and applications of soft computing in systems and control technology. The contributions include state-of-the-art material, mathematical developments, fresh results, and how-to-do issues. Among the problems studied via neural, fuzzy, neurofuzzy and genetic methodologies are: data fusion, reinforcement learning, approximation properties, multichannel imaging, signal processing, system optimization, gaming, and several forms of control.The book can serve as a reference for researchers and practitioners in the field. Readers can find in it a large amount of useful and timely information, and thus save considerable effort in searching for other scattered literature.

Advances in Future Computer and Control Systems

David Jin,Sally Lin
Advances in Future Computer and Control Systems Book PDF

Author : David Jin,Sally Lin
Publisher : Springer Science & Business Media
Page : 694 pages
File Size : 55,7 Mb
Release : 2012-04-13
Category : Technology & Engineering
ISBN : 9783642293870

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Advances in Future Computer and Control Systems by David Jin,Sally Lin Pdf

FCCS2012 is an integrated conference concentrating its focus on Future Computer and Control Systems. “Advances in Future Computer and Control Systems” presents the proceedings of the 2012 International Conference on Future Computer and Control Systems(FCCS2012) held April 21-22,2012, in Changsha, China including recent research results on Future Computer and Control Systems of researchers from all around the world.

Intelligent Control Systems Using Computational Intelligence Techniques

A.E. Ruano
Intelligent Control Systems Using Computational Intelligence Techniques Book PDF

Author : A.E. Ruano
Publisher : IET
Page : 478 pages
File Size : 50,5 Mb
Release : 2005-07-18
Category : Computers
ISBN : 9780863414893

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Intelligent Control Systems Using Computational Intelligence Techniques by A.E. Ruano Pdf

Intelligent Control techniques are becoming important tools in both academia and industry. Methodologies developed in the field of soft-computing, such as neural networks, fuzzy systems and evolutionary computation, can lead to accommodation of more complex processes, improved performance and considerable time savings and cost reductions. Intelligent Control Systems using Computational Intellingence Techniques details the application of these tools to the field of control systems. Each chapter gives and overview of current approaches in the topic covered, with a set of the most important references in the field, and then details the author's approach, examining both the theory and practical applications.

Analysis and Design of Intelligent Systems Using Soft Computing Techniques

Patricia Melin,Oscar Castillo,Eduardo G. Ramírez
Analysis and Design of Intelligent Systems Using Soft Computing Techniques Book PDF

Author : Patricia Melin,Oscar Castillo,Eduardo G. Ramírez
Publisher : Springer Science & Business Media
Page : 856 pages
File Size : 45,7 Mb
Release : 2007-06-05
Category : Computers
ISBN : 9783540724315

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Analysis and Design of Intelligent Systems Using Soft Computing Techniques by Patricia Melin,Oscar Castillo,Eduardo G. Ramírez Pdf

This book comprises a selection of papers on new methods for analysis and design of hybrid intelligent systems using soft computing techniques from the IFSA 2007 World Congress, held in Cancun, Mexico, June 2007.

Soft Computing

Devendra K. Chaturvedi
Soft Computing Book PDF

Author : Devendra K. Chaturvedi
Publisher : Springer Science & Business Media
Page : 620 pages
File Size : 50,9 Mb
Release : 2008-08-20
Category : Computers
ISBN : 9783540774808

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Soft Computing by Devendra K. Chaturvedi Pdf

This book is an introduction to some new fields in soft computing with its principal components of fuzzy logic, ANN and EA. The approach in this book is to provide an understanding of the soft computing field and to work through soft computing using examples. It also aims to integrate pseudo-code operational summaries and Matlab codes, to present computer simulation, to include real world applications and to highlight the distinctive work of human consciousness in machine.

Soft Computing and Intelligent Systems

Madan M. Gupta
Soft Computing and Intelligent Systems Book PDF

Author : Madan M. Gupta
Publisher : Elsevier
Page : 639 pages
File Size : 52,7 Mb
Release : 1999-10-28
Category : Computers
ISBN : 008054133X

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Soft Computing and Intelligent Systems by Madan M. Gupta Pdf

The field of soft computing is emerging from the cutting edge research over the last ten years devoted to fuzzy engineering and genetic algorithms. The subject is being called soft computing and computational intelligence. With acceptance of the research fundamentals in these important areas, the field is expanding into direct applications through engineering and systems science. This book cover the fundamentals of this emerging filed, as well as direct applications and case studies. There is a need for practicing engineers, computer scientists, and system scientists to directly apply "fuzzy" engineering into a wide array of devices and systems.

Intelligent Control Systems with an Introduction to System of Systems Engineering

Thrishantha Nanayakkara,Ferat Sahin,Mo Jamshidi
Intelligent Control Systems with an Introduction to System of Systems Engineering Book PDF

Author : Thrishantha Nanayakkara,Ferat Sahin,Mo Jamshidi
Publisher : CRC Press
Page : 337 pages
File Size : 54,8 Mb
Release : 2018-09-03
Category : Technology & Engineering
ISBN : 9781351834537

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Intelligent Control Systems with an Introduction to System of Systems Engineering by Thrishantha Nanayakkara,Ferat Sahin,Mo Jamshidi Pdf

From aeronautics and manufacturing to healthcare and disaster management, systems engineering (SE) now focuses on designing applications that ensure performance optimization, robustness, and reliability while combining an emerging group of heterogeneous systems to realize a common goal. Use SoS to Revolutionize Management of Large Organizations, Factories, and Systems Intelligent Control Systems with an Introduction to System of Systems Engineering integrates the fundamentals of artificial intelligence and systems control in a framework applicable to both simple dynamic systems and large-scale system of systems (SoS). For decades, NASA has used SoS methods, and major manufacturers—including Boeing, Lockheed-Martin, Northrop-Grumman, Raytheon, BAE Systems—now make large-scale systems integration and SoS a key part of their business strategies, dedicating entire business units to this remarkably efficient approach. Simulate Novel Robotic Systems and Applications Transcending theory, this book offers a complete and practical review of SoS and some of its fascinating applications, including: Manipulation of robots through neural-based network control Use of robotic swarms, based on ant colonies, to detect mines Other novel systems in which intelligent robots, trained animals, and humans cooperate to achieve humanitarian objectives Training engineers to integrate traditional systems control theory with soft computing techniques further nourishes emerging SoS technology. With this in mind, the authors address the fundamental precepts at the core of SoS, which uses human heuristics to model complex systems, providing a scientific rationale for integrating independent, complex systems into a single coordinated, stabilized, and optimized one. They provide readers with MATLAB® code, which can be downloaded from the publisher's website to simulate presented results and projects that offer practical, hands-on experience using concepts discussed throughout the book.

Applied Soft Computing

Samarjeet Borah,Ranjit Panigrahi
Applied Soft Computing Book PDF

Author : Samarjeet Borah,Ranjit Panigrahi
Publisher : CRC Press
Page : 286 pages
File Size : 41,6 Mb
Release : 2022-02-03
Category : Computers
ISBN : 9781000406634

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Applied Soft Computing by Samarjeet Borah,Ranjit Panigrahi Pdf

This new volume explores a variety of modern techniques that deal with estimated models and give resolutions to complex real-life issues. Soft computing has played a crucial role not only with theoretical paradigms but is also popular for its pivotal role for designing a large variety of expert systems and artificial intelligence-based applications. Involving the concepts and practices of soft computing in conjunction with other frontier research domains, this book begins with the basics and goes on to explore a variety of modern applications of soft computing in areas such as approximate reasoning, artificial neural networks, Bayesian networks, big data analytics, bioinformatics, cloud computing, control systems, data mining, functional approximation, fuzzy logic, genetic and evolutionary algorithms, hybrid models, machine learning, metaheuristics, neuro fuzzy system, optimization, randomized searches, and swarm intelligence. This book will be helpful to a wide range of readers who wish to learn applications of soft computing approaches. It will be useful for academicians, researchers, students, and machine learning experts who use soft computing techniques and algorithms to develop cutting-edge artificial intelligence-based applications.

Modelling, Simulation and Control of Non-linear Dynamical Systems

Patricia Melin,Oscar Castillo
Modelling Simulation and Control of Non linear Dynamical Systems Book PDF

Author : Patricia Melin,Oscar Castillo
Publisher : CRC Press
Page : 262 pages
File Size : 40,5 Mb
Release : 2001-10-25
Category : Mathematics
ISBN : 9781420024524

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Modelling, Simulation and Control of Non-linear Dynamical Systems by Patricia Melin,Oscar Castillo Pdf

These authors use soft computing techniques and fractal theory in this new approach to mathematical modeling, simulation and control of complexion-linear dynamical systems. First, a new fuzzy-fractal approach to automated mathematical modeling of non-linear dynamical systems is presented. It is illustrated with examples on the PROLOG programming la

Wavelets in Soft Computing

Marc Thuillard
Wavelets in Soft Computing Book PDF

Author : Marc Thuillard
Publisher : World Scientific
Page : 248 pages
File Size : 41,6 Mb
Release : 2001-06-15
Category : Computers
ISBN : 9789814491129

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Wavelets in Soft Computing by Marc Thuillard Pdf

This book presents the state of integration of wavelet theory and multiresolution analysis into soft computing. It is the first book on hybrid methods combining wavelet analysis with fuzzy logic, neural networks or genetic algorithms. Much attention is given to new approaches (fuzzy-wavelet) that permit one to develop, using wavelet techniques, linguistically interpretable fuzzy systems from data. The book also introduces the reader to wavelet-based genetic algorithms and multiresolution search. A special place is given to methods that have been implemented in real world applications, particularly the different techniques combining fuzzy logic or neural networks with wavelet theory. Contents:Introduction to Wavelet TheoryPre-Processing: The Multiresolution ApproachSpline-Based Wavelets Approximation and Compression AlgorithmsAutomatic Generation of a Fuzzy System with Wavelet Based MethodsOn-Line LearningNonparametric Wavelet-Based Estimation and Regression TechniquesDeveloping Intelligent ProductsGenetic Algorithms and Multiresolution Readership: Graduate students, researchers, academics/lecturers and industrialists in fuzzy logic. Keywords:Wavelet;Multiresolution;Soft Computing;Fuzzy Logic;Neurofuzzy/Neuro-Fuzzy;Genetic Algorithms;Preprocessing;Learning;Spline

Fuzzy Systems and Soft Computing in Nuclear Engineering

Da Ruan
Fuzzy Systems and Soft Computing in Nuclear Engineering Book PDF

Author : Da Ruan
Publisher : Physica
Page : 495 pages
File Size : 52,5 Mb
Release : 2013-11-21
Category : Technology & Engineering
ISBN : 9783790818666

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Fuzzy Systems and Soft Computing in Nuclear Engineering by Da Ruan Pdf

Fuzzy systems and soft computing are new computing techniques that are tolerant to imprecision, uncertainty and partial truths. Applications of these techniques in nuclear engineering present a tremendous challenge due to its strict nuclear safety regulation. The fields of nuclear engineering, fuzzy systems and soft computing have nevertheless matured considerably during the last decade. This book presents new application potentials for Fuzzy Systems and Soft Computing in Nuclear Engineering. The root of this book can be traced back to the series of the first, second and third international workshops on Fuzzy Logic and Intelligent Technologies in Nuclear Science (FUNS), which were successfully held in Mol, September 14-16, 1994 (FLINS'94), in Mol, September 25-27, 1996 (FLINS'96), and in Antwerp, September 14-16, 1998 (FLINS'98). The conferences were organised by the Belgian Nuclear Research Centre (SCKeCEN) and aimed at bringing together scientists, researchers, and engineers from academia and industry, at introducing the principles of fuzzy logic, neural networks, genetic algorithms and other soft computing methodologies, to the field of nuclear engineering, and at applying these techniques to complex problem solving within nuclear industry and related research fields. This book, as its title suggests, consists of nuclear engineering applications of fuzzy systems (Chapters 1-10) and soft computing (Chapters 11-21). Nine pertinent chapters are based on the extended version of papers at FLINS'98 and the other 12 chapters are original contributions with up-to-date coverage of fuzzy and soft computing applications by leading researchers written exclusively for this book.

Wavelets In Soft Computing (Second Edition)

Marc Thuillard
Wavelets In Soft Computing Second Edition Book PDF

Author : Marc Thuillard
Publisher : World Scientific
Page : 320 pages
File Size : 44,5 Mb
Release : 2022-09-09
Category : Computers
ISBN : 9789811264030

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Wavelets In Soft Computing (Second Edition) by Marc Thuillard Pdf

The comprehensive compendium furnishes a quick and efficient entry point to many multiresolution techniques and facilitates the transition from an idea into a real project. It focuses on methods combining several soft computing techniques (fuzzy logic, neural networks, genetic algorithms) in a multiresolution framework.Illustrated with numerous vivid examples, this useful volume gives the reader the necessary theoretical background to decide which methods suit his/her needs.New materials and applications for multiresolution analysis are added, including notable research topics such as deep learning, graphs, and network analysis.

Soft-Computing-Based Nonlinear Control Systems Design

Singh, Uday Pratap,Tiwari, Akhilesh,Singh, Rajeev Kumar
Soft Computing Based Nonlinear Control Systems Design Book PDF

Author : Singh, Uday Pratap,Tiwari, Akhilesh,Singh, Rajeev Kumar
Publisher : IGI Global
Page : 388 pages
File Size : 55,9 Mb
Release : 2018-02-09
Category : Computers
ISBN : 9781522535324

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Soft-Computing-Based Nonlinear Control Systems Design by Singh, Uday Pratap,Tiwari, Akhilesh,Singh, Rajeev Kumar Pdf

A critical part of ensuring that systems are advancing alongside technology without complications is problem solving. Practical applications of problem-solving theories can model conflict and cooperation and aid in creating solutions to real-world problems. Soft-Computing-Based Nonlinear Control Systems Design is a critical scholarly publication that examines the practical applications of control theory and its applications in problem solving to fields including economics, environmental management, and financial modelling. Featuring a wide range of topics, such as fuzzy logic, nature-inspired algorithms, and cloud computing, this book is geared toward academicians, researchers, and students seeking relevant research on control theory and its practical applications.