Intelligent Systems in Process Engineering, Part I: Paradigms from Product and Process Design

ISBN 10: 0123993857 / ISBN 13: 9780123993854

Verlag: Academic Press, 2011

Beschreibung

344 pages. 9.00x6.00x0.78 inches. In Stock. Bestandsnummer des Verkäufers zk0123993857

Bibliografische Details

Titel: Intelligent Systems in Process Engineering, ...

Verlag: Academic Press

Erscheinungsdatum: 2011

Einband: Paperback

Zustand: Brand New

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Inhaltsangabe:

Volumes 21 and 22 of Advances in Chemical Engineering contain ten prototypical paradigms which integrate ideas and methodologies from artificial intelligence with those from operations research, estimation andcontrol theory, and statistics. Each paradigm has been constructed around an engineering problem, e.g. product design, process design, process operations monitoring, planning, scheduling, or control. Along with the engineering problem, each paradigm advances a specific methodological theme from AI, such as: modeling languages; automation in design; symbolic and quantitative reasoning; inductive and deductive reasoning; searching spaces of discrete solutions; non-monotonic reasoning; analogical learning; empirical learning through neural networks; reasoning in time; and logic in numerical computing. Together the ten paradigms of the two volumes indicate how computers can expand the scope, type, and amount of knowledge that can be articulated and used in solving a broad range of engineering problems.