Neural Networks and Fuzzy-logic Control on Personal Computers and Workstations

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Author :
Publisher : MIT Press (MA)
ISBN 13 :
Total Pages : 418 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Neural Networks and Fuzzy-logic Control on Personal Computers and Workstations by : Granino Arthur Korn

Download or read book Neural Networks and Fuzzy-logic Control on Personal Computers and Workstations written by Granino Arthur Korn and published by MIT Press (MA). This book was released on 1995 with total page 418 pages. Available in PDF, EPUB and Kindle. Book excerpt: Neural Networks and Fuzzy-Logic Control introduces a simple integrated environment for programming displays and report generation. It includes the only currently available software that permits combined simulation of multiple neural networks, fuzzy-logic controllers, and dynamic systems such as robots or physiological models. The enclosed educational version of DESIRE/NEUNET differs for the full system mainly in the size of its data area and includes a compiler, two screen editors, color graphics, and many ready-to-run examples. The software lets users or instructors add their own help screens and interactive menus. The version of DESIRE/NEUNET included here is for PCs, viz. 286/287, 386/387, 486DX, Pentium, P6, SX with math coprocessor.

Modelling, Simulation and Control of Non-linear Dynamical Systems

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Author :
Publisher : CRC Press
ISBN 13 : 1000611965
Total Pages : 149 pages
Book Rating : 4.0/5 (6 download)

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Book Synopsis Modelling, Simulation and Control of Non-linear Dynamical Systems by : Patricia Melin

Download or read book Modelling, Simulation and Control of Non-linear Dynamical Systems written by Patricia Melin and published by CRC Press. This book was released on 2001-10-25 with total page 149 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Solving Problems in Environmental Engineering and Geosciences with Artificial Neural Networks

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Publisher : MIT Press
ISBN 13 : 9780262041485
Total Pages : 258 pages
Book Rating : 4.0/5 (414 download)

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Book Synopsis Solving Problems in Environmental Engineering and Geosciences with Artificial Neural Networks by : Farid U. Dowla

Download or read book Solving Problems in Environmental Engineering and Geosciences with Artificial Neural Networks written by Farid U. Dowla and published by MIT Press. This book was released on 1995 with total page 258 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book, complete with exercises and ANN algorithms, illustrates how ANNs can be used in solving problems in environmental engineering and the geosciences, and provides the necessary tools to get started using these elegant and efficient new techniques.

Soft Computing for Control of Non-Linear Dynamical Systems

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Author :
Publisher : Physica
ISBN 13 : 3790818321
Total Pages : 231 pages
Book Rating : 4.7/5 (98 download)

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Book Synopsis Soft Computing for Control of Non-Linear Dynamical Systems by : Oscar Castillo

Download or read book Soft Computing for Control of Non-Linear Dynamical Systems written by Oscar Castillo and published by Physica. This book was released on 2012-12-06 with total page 231 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a unified view of modelling, simulation, and control of non linear dynamical systems using soft computing techniques and fractal theory. Our particular point of view is that modelling, simulation, and control are problems that cannot be considered apart, because they are intrinsically related in real world applications. Control of non-linear dynamical systems cannot be achieved if we don't have the appropriate model for the system. On the other hand, we know that complex non-linear dynamical systems can exhibit a wide range of dynamic behaviors ( ranging from simple periodic orbits to chaotic strange attractors), so the problem of simulation and behavior identification is a very important one. Also, we want to automate each of these tasks because in this way it is more easy to solve a particular problem. A real world problem may require that we use modelling, simulation, and control, to achieve the desired level of performance needed for the particular application.

Advanced Dynamic-system Simulation

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 0470085150
Total Pages : 239 pages
Book Rating : 4.4/5 (7 download)

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Book Synopsis Advanced Dynamic-system Simulation by : Granino A. Korn

Download or read book Advanced Dynamic-system Simulation written by Granino A. Korn and published by John Wiley & Sons. This book was released on 2007-03-07 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn the latest techniques in programming sophisticated simulation systems This cutting-edge text presents the latest techniques in advanced simulation programming for interactive modeling and simulation of dynamic systems, such as aerospace vehicles, control systems, and biological systems. The author, a leading authority in the field, demonstrates computer software that can handle large simulation studies on standard personal computers. Readers can run, edit, and modify the sample simulations from the text with the accompanying CD-ROM, featuring the OPEN DESIRE program for Linux and Windows. The program included on CD solves up to 40,000 ordinary differential equations and implements exceptionally fast and convenient vector operations. The text begins with an introduction to dynamic-system simulation, including a demonstration of a simple guided-missile simulation. Among the other highlights of coverage are: Models that involve sampled-data operations and sampled-data difference equations, including improved techniques for proper numerical integration of switched variables Novel vector compiler that produces exceptionally fast programs for vector and matrix assignments, differential equations, and difference equations Application of vector compiler to parameter-influence studies and Monte Carlo simulation of dynamic systems Vectorized Monte Carlo simulations involving time-varying noise, derived from periodic pseudorandom-noise samples Vector models of neural networks, including a new pulsed-neuron model Vectorized programs for fuzzy-set controller, partial differential equations, and agro-ecological models replicated at many points of a landscape map This text is intended for graduate-level students, engineers, and computer scientists, particularly those involved in aerospace, control system design, chemical process control, and biological systems. All readers will gain the practical skills they need to design sophisticated simulations of dynamic systems. Note: CD-ROM/DVD and other supplementary materials are not included as part of eBook file.

Neural Fuzzy Control Systems with Structure and Parameter Learning

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Author :
Publisher : World Scientific
ISBN 13 : 9789810216139
Total Pages : 150 pages
Book Rating : 4.2/5 (161 download)

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Book Synopsis Neural Fuzzy Control Systems with Structure and Parameter Learning by : C. T. Lin

Download or read book Neural Fuzzy Control Systems with Structure and Parameter Learning written by C. T. Lin and published by World Scientific. This book was released on 1994 with total page 150 pages. Available in PDF, EPUB and Kindle. Book excerpt: A general neural-network-based connectionist model, called Fuzzy Neural Network (FNN), is proposed in this book for the realization of a fuzzy logic control and decision system. The FNN is a feedforward multi-layered network which integrates the basic elements and functions of a traditional fuzzy logic controller into a connectionist structure which has distributed learning abilities.In order to set up this proposed FNN, the author recommends two complementary structure/parameter learning algorithms: a two-phase hybrid learning algorithm and an on-line supervised structure/parameter learning algorithm.Both of these learning algorithms require exact supervised training data for learning. In some real-time applications, exact training data may be expensive or even impossible to get. To solve this reinforcement learning problem for real-world applications, a Reinforcement Fuzzy Neural Network (RFNN) is further proposed. Computer simulation examples are presented to illustrate the performance and applicability of the proposed FNN, RFNN and their associated learning algorithms for various applications.

Fuzzy Sets, Neural Networks, and Soft Computing

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Author :
Publisher : Van Nostrand Reinhold Company
ISBN 13 :
Total Pages : 456 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Fuzzy Sets, Neural Networks, and Soft Computing by : Ronald R. Yager

Download or read book Fuzzy Sets, Neural Networks, and Soft Computing written by Ronald R. Yager and published by Van Nostrand Reinhold Company. This book was released on 1994 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Brings together chapters by experts involved in a new area based on the confluence of genetic algorithms, fuzzy systems, and neural networks. Papers cover the broad ground of fuzzy logic control, neural fuzzy systems, genetic fuzzy systems, process control, and adaptive systems. Topics include the composition of heterogeneous control laws, ellipsoidal learning and fuzzy throttle control for platoons of smart cars, supervised and unsupervised learning, and propagation and satisfaction of flexible constraints. Annotation copyright by Book News, Inc., Portland, OR

Modeling and Simulation: Theory and Practice

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Author :
Publisher : Springer Science & Business Media
ISBN 13 : 1461502357
Total Pages : 293 pages
Book Rating : 4.4/5 (615 download)

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Book Synopsis Modeling and Simulation: Theory and Practice by : George A. Bekey

Download or read book Modeling and Simulation: Theory and Practice written by George A. Bekey and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modeling and Simulation: Theory and Practice provides a comprehensive review of both methodologies and applications of simulation and modeling. The methodology section includes such topics as the philosophy of simulation, inverse problems in simulation, simulation model compilers, treatment of ill-defined systems, and a survey of simulation languages. The application section covers a wide range of topics, including applications to environmental management, biology and medicine, neural networks, collaborative visualization and intelligent interfaces. The book consists of 13 invited chapters written by former colleagues and students of Professor Karplus. Also included are several short 'reminiscences' describing Professor Karplus' impact on the professional careers of former colleagues and students who worked closely with him over the years.

Multiple Approaches to Intelligent Systems

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Publisher : Springer
ISBN 13 : 3540487654
Total Pages : 904 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Multiple Approaches to Intelligent Systems by : Ibrahim F. Imam

Download or read book Multiple Approaches to Intelligent Systems written by Ibrahim F. Imam and published by Springer. This book was released on 2004-05-19 with total page 904 pages. Available in PDF, EPUB and Kindle. Book excerpt: We never create anything, We discover and reproduce. The Twelfth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems has a distinguished theme. It is concerned with bridging the gap between the academic and the industrial worlds of Artificial Intelligence (AI) and Expert Systems. The academic world is mainly concerned with discovering new algorithms, approaches, and methodologies; however, the industrial world is mainly driven by profits, and concerned with producing new products or solving customers’ problems. Ten years ago, the artificial intelligence research gap between academia and industry was very broad. Recently, this gap has been narrowed by the emergence of new fields and new joint research strategies in academia. Among the new fields which contributed to the academic-industrial convergence are knowledge representation, machine learning, searching, reasoning, distributed AI, neural networks, data mining, intelligent agents, robotics, pattern recognition, vision, applications of expert systems, and others. It is worth noting that the end results of research in these fields are usually products rather than empirical analyses and theoretical proofs. Applications of such technologies have found great success in many domains including fraud detection, internet service, banking, credit risk and assessment, telecommunication, etc. Progress in these areas has encouraged the leading corporations to institute research funding programs for academic institutes. Others have their own research laboratories, some of which produce state of the art research.

Fuzzy Logic and Neural Network Handbook

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Author :
Publisher : McGraw-Hill Companies
ISBN 13 :
Total Pages : 862 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Fuzzy Logic and Neural Network Handbook by : Chi-hau Chen

Download or read book Fuzzy Logic and Neural Network Handbook written by Chi-hau Chen and published by McGraw-Hill Companies. This book was released on 1996 with total page 862 pages. Available in PDF, EPUB and Kindle. Book excerpt: A practical reference that presents concise and comprehensive reports on the major activities in fuzzy logic and neural networks, with emphasis on the applications and systems of interest to computer engineers. Each of the 31 chapters focuses on the most important activity of a specific topic, and the chapters are organized into three parts: principles and algorithms; applications; and architectures and systems. The applications for fuzzy logic include home appliance design and manufacturing process; those for neural networks include radar, sonar, and speech signal processing, remote sensing, and electrical power systems. Annotation copyright by Book News, Inc., Portland, OR

Interactive Dynamic-System Simulation

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Author :
Publisher : CRC Press
ISBN 13 : 9789056991562
Total Pages : 234 pages
Book Rating : 4.9/5 (915 download)

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Book Synopsis Interactive Dynamic-System Simulation by : Granino Arthur Korn

Download or read book Interactive Dynamic-System Simulation written by Granino Arthur Korn and published by CRC Press. This book was released on 1998-10-28 with total page 234 pages. Available in PDF, EPUB and Kindle. Book excerpt: A hands-on tutorial, covering interactive simulation of dynamical systems such as aerospace vehicles, power plants, chemical processes, control systems, and physiological systems. In practice, simulation experiments are employed for iterative decision-making, whereby programs are run, modified, and run again and again. It is very important to emphasize interactive simulation programming. To this end, the user-friendly Microsoft Windows 95 interface is combined with the DESIRE (Direct Executing Simulation) language. The first chapter introduces dynamical system models and the principles of differential-equation-solving problems. The following chapters provide a tutorial on effective simulation programming, with examples from physics, aerospace, engineering, population dynamics, and physiology. The remaining chapters provide more detailed programming know-how.

Intelligent Control

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Publisher : World Scientific
ISBN 13 : 9789810210427
Total Pages : 412 pages
Book Rating : 4.2/5 (14 download)

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Book Synopsis Intelligent Control by : Christopher John Harris

Download or read book Intelligent Control written by Christopher John Harris and published by World Scientific. This book was released on 1993 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt: With increasing demands for high precision autonomous control over wide operating envelopes, conventional control engineering approaches are unable to adequately deal with system complexity, nonlinearities, spatial and temporal parameter variations, and with uncertainty. Intelligent Control or self-organising/learning control is a new emerging discipline that is designed to deal with problems. Rather than being model based, it is experiential based. Intelligent Control is the amalgam of the disciplines of Artificial Intelligence, Systems Theory and Operations Research. It uses most recent experiences or evidence to improve its performance through a variety of learning schemas, that for practical implementation must demonstrate rapid learning convergence, be temporally stable, be robust to parameter changes and internal and external disturbances. It is shown in this book that a wide class of fuzzy logic and neural net based learning algorithms satisfy these conditions. It is demonstrated that this class of intelligent controllers is based upon a fixed nonlinear mapping of the input (sensor) vector, followed by an output layer linear mapping with coefficients that are updated by various first order learning laws. Under these conditions self-organising fuzzy logic controllers and neural net controllers have common learning attributes.A theme example of the navigation and control of an autonomous guided vehicle is included throughout, together with a series of bench examples to demonstrate this new theory and its applicability.

The Economics of Complex Spatial Systems

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Author :
Publisher : Elsevier
ISBN 13 : 0444600876
Total Pages : 283 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis The Economics of Complex Spatial Systems by : A. Reggiani

Download or read book The Economics of Complex Spatial Systems written by A. Reggiani and published by Elsevier. This book was released on 1998-05-05 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book argues that complexity theory offers new departures for (spatial-) economic modelling. It offers a broad overview of recent advances in non-linear dynamics (catastrophe theory, chaos theory, evolutionary theory and so forth) and illustrates the relevance of this new paradigm on the basis of several illustrations in the area of space-economy. The empirical limitations - inherent in the use of non-linear dynamic systems approaches - are also addressed. Next, the application potential of biocomputing (in particular, neural networks and evolutionary algorithms) is stressed, while various empirical model results are presented. The book concludes with an agenda for further research.

Fuzzy Neural Network Theory and Application

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Author :
Publisher : World Scientific
ISBN 13 : 9789812794215
Total Pages : 400 pages
Book Rating : 4.7/5 (942 download)

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Book Synopsis Fuzzy Neural Network Theory and Application by : Puyin Liu

Download or read book Fuzzy Neural Network Theory and Application written by Puyin Liu and published by World Scientific. This book was released on 2004 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book systematically synthesizes research achievements in the field of fuzzy neural networks in recent years. It also provides a comprehensive presentation of the developments in fuzzy neural networks, with regard to theory as well as their application to system modeling and image restoration. Special emphasis is placed on the fundamental concepts and architecture analysis of fuzzy neural networks. The book is unique in treating all kinds of fuzzy neural networks and their learning algorithms and universal approximations, and employing simulation examples which are carefully designed to help the reader grasp the underlying theory. This is a valuable reference for scientists and engineers working in mathematics, computer science, control or other fields related to information processing. It can also be used as a textbook for graduate courses in applied mathematics, computer science, automatic control and electrical engineering. Contents: Fuzzy Neural Networks for Storing and Classifying; Fuzzy Associative Memory OCo Feedback Networks; Regular Fuzzy Neural Networks; Polygonal Fuzzy Neural Networks; Approximation Analysis of Fuzzy Systems; Stochastic Fuzzy Systems and Approximations; Application of FNN to Image Restoration. Readership: Scientists, engineers and graduate students in applied mathematics, computer science, automatic control and information processing."

Information Technology for Manufacturing

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Author :
Publisher : National Academies Press
ISBN 13 : 9780309176712
Total Pages : 192 pages
Book Rating : 4.1/5 (767 download)

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Book Synopsis Information Technology for Manufacturing by : National Research Council

Download or read book Information Technology for Manufacturing written by National Research Council and published by National Academies Press. This book was released on 1995-02-27 with total page 192 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes a vision of manufacturing in the twenty-first century that maximizes efficiencies and improvements by exploiting the full power of information and provides a research agenda for information technology and manufacturing that is necessary for success in achieving such a vision. Research on information technology to support product and process design, shop-floor operations, and flexible manufacturing is described. Roles for virtual manufacturing and the information infrastructure are also addressed. A final chapter is devoted to nontechnical research issues.

Neuro-fuzzy Controllers

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Author :
Publisher : EPFL Press
ISBN 13 : 9782880743550
Total Pages : 172 pages
Book Rating : 4.7/5 (435 download)

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Book Synopsis Neuro-fuzzy Controllers by : Jelena Godjevac

Download or read book Neuro-fuzzy Controllers written by Jelena Godjevac and published by EPFL Press. This book was released on 1997-01-01 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt:

U.S. Industrial Outlook

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Author :
Publisher :
ISBN 13 :
Total Pages : 666 pages
Book Rating : 4.:/5 (3 download)

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Book Synopsis U.S. Industrial Outlook by :

Download or read book U.S. Industrial Outlook written by and published by . This book was released on 1994 with total page 666 pages. Available in PDF, EPUB and Kindle. Book excerpt: Presents industry reviews including a section of "trends and forecasts," complete with tables and graphs for industry analysis.