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Case Based Design

Applications in Process Engineering

  • Book
  • © 2008

Overview

Authors:
  1. Yuri Avramenko

    1. Lappeenranta University of Technology, Lappeenranta, Finland

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  2. Andrzej Kraslawski

    1. Lappeenranta University of Technology, Lappeenranta, Finland

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  • Contributes to a broader use of case-based design in engineering practice
  • Includes supplementary material: sn.pub/extras

Part of the book series: Studies in Computational Intelligence (SCI, volume 87)

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Table of contents (9 chapters)

  1. Front Matter

    Pages I-XII
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  5. Back Matter

    Pages 165-181
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Keywords

About this book

The case-based reasoning (CBR) and case-based design (CBD) have been around for some time and established themselves as one of the commonly used mechanisms of approximate reasoning in intelligent systems and de- sion support systems, in particular. In a nutshell, the CBR mechanisms o?er a powerful and general environment in which we generalize on a basis of - ready accumulated experience being represented in the form of a ?nite and relatively small collection of cases. Those cases constitute the essence of the existing domain knowledge. When encountering a new situation we invoke and eventually modify the already collected decision scenarios (cases) and arrive at the pertinent decision or a certain design alternative. Interestingly, uncertainty or granularity of resulting decision is inherently associated with the nature of the cases being used in the reasoning process and a way in which partial matching takes place between the historical ?ndings (cases) and a current evidence. ThebookbyProfessorsAvramenkoandKraslawskiisuniqueinseveral- portant ways. First, it is an impressive and in-depth treatment of the essence of the case-based reasoning strategy and case-based design dwelling upon the algorithmic facet of the paradigm. Second, the authors provided an excellent applied research framework by showing how this development can be e?- tivelyutilizedinrealwordcomplicatedenvironmentofprocessengineering–a pursuit that is rarely reported in the literature in such a comprehensive m- ner as done in this book.

Authors and Affiliations

  • Lappeenranta University of Technology, Lappeenranta, Finland

    Yuri Avramenko, Andrzej Kraslawski

Bibliographic Information

  • Book Title: Case Based Design

  • Book Subtitle: Applications in Process Engineering

  • Authors: Yuri Avramenko, Andrzej Kraslawski

  • Series Title: Studies in Computational Intelligence

  • DOI: https://doi.org/10.1007/978-3-540-75707-8

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Engineering, Engineering (R0)

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2008

  • Hardcover ISBN: 978-3-540-75705-4Published: 21 January 2008

  • Softcover ISBN: 978-3-642-09485-9Published: 22 November 2010

  • eBook ISBN: 978-3-540-75707-8Published: 26 December 2007

  • Series ISSN: 1860-949X

  • Series E-ISSN: 1860-9503

  • Edition Number: 1

  • Number of Pages: XII, 181

  • Topics: Mathematical and Computational Engineering, Artificial Intelligence, Engineering Design

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