Soft Computing and Intelligent Systems Design: Theory, Tools and Applications

Book Description

This book covers the problem of control and intelligent systems design using soft-computing techniques in an integrated manner. It presents both theory and applications, including industrial applications, and contains numerous worked examples, problems and case studies. The book covers the state-of-the-art in soft-computing techniques, giving the reader sufficient knowledge to tackle a wide range of complex systems for which traditional techniques are inadequate. It integrates theory and practice through the use of numerous worked examples and includes extensive coverage of control applciations. Anyone interested in artificial intelligence and/or control engineering.

Intelligent Control Systems Using Soft Computing Methodologies

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Intelligent Control Systems Using Soft Computing Methodologies

Manufacturer: CRC
ProductGroup: Book
Binding: Hardcover

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ASIN: 0849318750

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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. Suited as both a textbook and 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.

Software Engineering with Computational Intelligence (Studies in Fuzziness and Soft Computing)

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Software Engineering with Computational Intelligence (Studies in Fuzziness and Soft Computing)

Manufacturer: Springer
ProductGroup: Book
Binding: Hardcover

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ASIN: 3540004726

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This edited book invites the reader to explore how the latest technologies developed in computational intelligence can be extended and applied to software engineering. Leading experts demonstrate how this recent confluence of software engineering and computational intelligence provides a powerful tool to address the increasing demand for complex applications in diversified areas, the ever-increasing complexity and size of software systems, and the inherently imperfect nature of the information. The presented treatments to software modeling and formal analysis permit the extension of computational intelligence to various phases in software life cycles, such as managing fuzziness resident in the requirements, coping with fuzzy objects and imprecise knowledge, and handling uncertainty encountered in quality prediction.

Soft Computing and Intelligent Systems: Theory and Applications (Academic Press Series in Engineering)

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Soft Computing and Intelligent Systems: Theory and Applications (Academic Press Series in Engineering)
Madan M. Gupta
Manufacturer: Academic Press
ProductGroup: Book
Binding: Hardcover

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ASIN: 0126464901

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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.

Foundations of Soft Case-Based Reasoning (Wiley Series on Intelligent Systems)

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Foundations of Soft Case-Based Reasoning (Wiley Series on Intelligent Systems)
Simon Shiu , and Sankar K. Pal
Manufacturer: Wiley-Interscience
ProductGroup: Book
Binding: Hardcover

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ASIN: 0471086355

Book Description

Provides a self-contained description of this important aspect of information processing and decision support technology.
Presents basic definitions, principles, applications, and a detailed bibliography.
Covers a range of real-world examples including control, data mining, and pattern recognition.

Download Description

* Provides a self-contained description of this important aspect of information processing and decision support technology.
* Presents basic definitions, principles, applications, and a detailed bibliography.
* Covers a range of real-world examples including control, data mining, and pattern recognition.

Advances in Soft Computing: Engineering Design and Manufacturing

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Advances in Soft Computing: Engineering Design and Manufacturing

Manufacturer: Springer
ProductGroup: Book
Binding: Hardcover

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ASIN: 1852337559

Book Description

Soft computing embraces methodologies for the development of intelligent systems that have been successfully applied to a large number of real-word problems. This collection of keynote papers, presented at the 7th On-line World Conference on Soft Computing in Engineering Design and Manufacturing, provides a comprehensive overview of recent advances in fuzzy, neural and evolutionary computing techniques and applications in engineering design and manufacturing.

Features:
- New and highly advanced research results at the forefront of soft computing in engineering design and manufacturing.
- Keynote papers by world-renowned researchers in the field.
- A good overview of current soft computing research around the world.

A collection of methodologies aimed at researchers and professional design and manufacturing engineers who develop and apply intelligent systems in computer engineering.

Computational Intelligence and Applications (Studies in Fuzziness and Soft Computing, Vol. 23)

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Computational Intelligence and Applications (Studies in Fuzziness and Soft Computing, Vol. 23)

Manufacturer: Springer-Verlag Telos
ProductGroup: Book
Binding: Hardcover

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ASIN: 3790811610

Crisp and Soft Computing with Hypercubical Calculus: New Approaches to Modeling in Cognitive Science and Technology with Parity Logic, Fuzzy Logic, and ... (Studies in Fuzziness and Soft Computing)

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Crisp and Soft Computing with Hypercubical Calculus: New Approaches to Modeling in Cognitive Science and Technology with Parity Logic, Fuzzy Logic, and ... (Studies in Fuzziness and Soft Computing)
Michael Zaus
Manufacturer: Physica-Verlag Heidelberg
ProductGroup: Book
Binding: Hardcover

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ASIN: 3790811726

Book Description

In Part I, the impact of an integro-differential operator on parity logic engines (PLEs) as a tool for scientific modeling from scratch is presented. Part II outlines the fuzzy structural modeling approach for building new linear and nonlinear dynamical causal forecasting systems in terms of fuzzy cognitive maps (FCMs). Part III introduces the new type of autogenetic algorithms (AGAs) to the field of evolutionary computing. Altogether, these PLEs, FCMs, and AGAs may serve as conceptual and computational power tools.

Flexible Query Answering Systems: Recent Advances (Advances in Soft Computing)

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Flexible Query Answering Systems: Recent Advances (Advances in Soft Computing)

Manufacturer: Physica-Verlag Heidelberg
ProductGroup: Book
Binding: Paperback

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ASIN: 3790813478

Book Description

These proceedings of the Fourth International Conference on Flexible Query Answering Systems covers the whole array of fields related to users posing flexible queries and (electronic) systems producing answers. The FQAS 2000 Conference has been the premier conference focusing on one of the key issues the information society is facing, namely that of providing easy, flexible, intuitive access to information to everybody. In targeting this issue, the conference draws on several research areas such as databases, querying, information retrieval, knowledge representation, soft computing, cyberspace, multimedia systems, human-computer interaction.This volume provides a unique opportunity for researchers, developers and practitioners to explore new ideas and approaches in a multidisciplinary forum.

Future Directions for Intelligent Systems and Information Sciences: The Future of Speech and Image Technologies, Brain Computers, WWW, and Bioinformatics (Studies in Fuzziness and Soft Computing)

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Future Directions for Intelligent Systems and Information Sciences: The Future of Speech and Image Technologies, Brain Computers, WWW, and Bioinformatics (Studies in Fuzziness and Soft Computing)

Manufacturer: Physica-Verlag Heidelberg
ProductGroup: Book
Binding: Hardcover

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ASIN: 3790812765

Book Description

The book introduces and discusses the future trends in computer science and artificial intelligence. These trends include image and speech technologies; virtual reality and multimedia systems; evolving systems and artificial life; artificial and natural neural networks; brain-computers; the Web, the intelligent agents on it, and the distributed processing systems; mobile robots in a real and in a virtual environment; bioinformatics, and the marriage of genetic engineering and information science. The book comprises chapters written by well-known specialists in this field and can be used by scientists and graduate students from different areas, as well as by a wider audience of people interested in the present and future development of intelligent systems, in all areas of information sciences.

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