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Advanced Optimization for Process Systems Engineering



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


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00003879660.2 Gro aMy LibraryTersedia

Informasi Detail

Judul Seri
-
No. Panggil
660.2 Gro a
Penerbit Wellesley Cambridge Press : Cambridge.,
Deskripsi Fisik
xiv, 190 p. : ill. ; 25 cm.
Bahasa
English
ISBN/ISSN
9781108831659
Klasifikasi
660.2
Tipe Isi
Hard Cover
Tipe Media
Print Book
Tipe Pembawa
-
Edisi
-
Subjek
Info Detail Spesifik
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Pernyataan Tanggungjawab

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