Advanced Optimization for Process Systems Engineering (Hardcover)

Language: English

Published by Cambridge University Press, Cambridge, 2021

1108831656 / 9781108831659

Series: Book 32 of 36 - Cambridge Series in Chemical Engineering

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Hardcover. Based on the author's forty years of teaching experience, this unique textbook covers both basic and advanced concepts of optimization theory and methods for process systems engineers. Topics covered include continuous, discrete and logic optimization (linear, nonlinear, mixed-integer and generalized disjunctive programming), optimization under uncertainty (stochastic programming and flexibility analysis), and decomposition techniques (Lagrangean and Benders decomposition). Assuming only a basic background in calculus and linear algebra, it enables easy understanding of mathematical reasoning, and numerous examples throughout illustrate key concepts and algorithms. End-of-chapter exercises involving theoretical derivations and small numerical problems, as well as in modeling systems like GAMS, enhance understanding and help put knowledge into practice. Accompanied by two appendices containing web links to modeling systems and models related to applications in PSE, this is an essential text for single-semester, graduate courses in process systems engineering in departments of chemical engineering. A unique text covering basic and advanced concepts of optimization theory and methods for process systems engineers. With examples illustrating key concepts and algorithms, and exercises involving theoretical derivations, numerical problems and modeling systems, it is ideal for single-semester, graduate courses in process systems engineering. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.

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Title
Advanced Optimization for Process Systems Engineering (Hardcover)
Author
Ignacio E. Grossmann
Publisher
Cambridge University Press, Cambridge
Publication year
2021
Condition
new
Binding
Hardcover
Language
English
ISBN 10
1108831656
ISBN 13
9781108831659
Series
Book 32 of 36: Cambridge Series in Chemical Engineering

CitiRetail

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