Advanced Optimization for Process Systems Engineering
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…
Specifikacia Advanced Optimization for Process Systems Engineering
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. 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. 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).
Accompanied by two appendices 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.
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