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New Concepts and Applications in Soft Computing

  • Book
  • © 2013

Overview

  • State of the art of Soft Computing New concepts and applications in Soft Computing
  • Written by leading experts in this field
  • Includes recent theoretical foundations and practical applications as extended works presented in the International Workshop SOFA 2009, SOFA 2010 and additional papers

Part of the book series: Studies in Computational Intelligence (SCI, volume 417)

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Table of contents (12 chapters)

About this book

 

            The book provides a sample of research on the innovative theory and applications of soft computing paradigms.

            The idea of Soft Computing was initiated in 1981 when Professor Zadeh published his first paper on soft data analysis and constantly evolved ever since. Professor Zadeh defined Soft Computing as the fusion of the fields of fuzzy logic (FL), neural network theory (NN) and probabilistic reasoning (PR), with the latter subsuming belief networks, evolutionary computing including DNA computing, chaos theory and parts of learning theory into one multidisciplinary system. As Zadeh said the essence of soft computing is that unlike the traditional, hard computing, soft computing is aimed at an accommodation with the pervasive imprecision of the real world. Thus, the guiding principle of soft computing is to exploit the tolerance for imprecision, uncertainty and partial truth to achieve tractability, robustness, low solution cost and better rapport with reality. In the final analysis, the role model for soft computing is the human mind.

            We hope that the reader will share our excitement and find our volume both useful and inspiring.

Editors and Affiliations

  • , Department of Automation & Applied Infor, Aurel Vlaicu University of Arad, Arad, Romania

    Valentina Emilia Balas

  • , Institute of Intelligent Engineering, Óbuda University, Budapest, Hungary

    János Fodor

  • , Department of Mechatronics and, Óbuda University, Budapest, Hungary

    Annamária R. Várkonyi-Kóczy

Bibliographic Information

  • Book Title: New Concepts and Applications in Soft Computing

  • Editors: Valentina Emilia Balas, János Fodor, Annamária R. Várkonyi-Kóczy

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-642-28959-0

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2013

  • Hardcover ISBN: 978-3-642-28958-3Published: 21 July 2012

  • Softcover ISBN: 978-3-642-44527-9Published: 09 August 2014

  • eBook ISBN: 978-3-642-28959-0Published: 20 July 2012

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: X, 222

  • Topics: Computational Intelligence, Artificial Intelligence

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