Case Based Design

Applications in Process Engineering

Yuri Avramenko, Andrzej Kraslawski (Autoren)

Buch | Softcover

XII, 181 Seiten

2010 | Softcover reprint of hardcover 1st ed. 2008
Springer Berlin (Verlag)
978-3-642-09485-9 (ISBN)

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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.

Design Support.- The Design Process of Product and Process Development.- Decision Support in Design.- Case-based Design Support.- Case-Based Reasoning Approach.- Similarity and Adaptation Concepts.- Case-Based Reasoning Environment - Cabareen.- Application to Support of Design Process.- Product Design: Food Product Formulation.- Conceptual Design: Process Sequence Synthesis.- Pre-Detailed Design: Process Model Selection.- Equipment Design: Reactive Distillation Column Design.

Erscheint lt. Verlag	22.11.2010
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	XII, 181 p.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	304 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Technik
Schlagworte	algorithm • algorithms • Case Based Engineering • Case-Based Reasoning • Conceptual Design • design process • Model • Process Engineering • Product design
ISBN-10	3-642-09485-6 / 3642094856
ISBN-13	978-3-642-09485-9 / 9783642094859
Zustand	Neuware