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| INTELLIGENT SYSTEMS IN PROCESS ENGINEERING, PART I: PARADIGMS FROM PRODUCT AND PROCESS DESIGN, 21
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To order this title, and for more information, click here
James Wei, Princeton University, New Jersey, U.S.A.
John Anderson, Carnegie Mellon University
Chonghun Han, Massachusetts Institute of Technology
George Stephanopoulos, Massachusetts Institute of Technology, Cambridge, U.S.A.
Morton Denn, University of California, Berkeley, U.S.A.
John Seinfeld, California Institute of Technology, Pasadena, U.S.A.
James Wei, Princeton University, New Jersey, U.S.A.
Included in series
Advances in Chemical Engineering,
Description
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.
Audience
Academic and industrial researchers in chemical engineering.
Contents
C.J. Nagel, C. Han, and G. Stephanopoulos, Modeling Languages: Declarative and Imperative Descriptions of Chemical Reactions
and Processing Systems. C. Han, G. Stephanopoulos, and J.M. Douglas, Automation in Design:The Conceptual Synthesis of Chemical
Processing Schemes. M.L. Mavrovouniotis, Symbolic and Quantitative Reasoning: Design of Reaction Pathways through Recursive
Satisfaction of Constraints. C. Nagel and G. Stephanopoulos, Inductive and Deductive Reasoning: The Case of Identifying Potential
Hazards in Chemical Processes. K.G. Joback and G. Stephanopoulos, Searching Spaces of Discrete Solutions: The Design of Molecules
Possessing Desired Physical Properties. References.
| Bibliographic details |
Hardbound, 311 pages, publication date: OCT-1995
ISBN-13: 978-0-12-008521-7
ISBN-10: 0-12-008521-6
Imprint: ACADEMIC PRESS
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Last update: 3 Oct 2009
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