Skip to main content Accessibility help
Internet Explorer 11 is being discontinued by Microsoft in August 2021. If you have difficulties viewing the site on Internet Explorer 11 we recommend using a different browser such as Microsoft Edge, Google Chrome, Apple Safari or Mozilla Firefox.
Home
> Advanced Optimization for Process Systems Engineering

Advanced Optimization for Process Systems Engineering

Authors

Ignacio E. Grossmann, Carnegie Mellon University, Pennsylvania

Description

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…

  • Get access
  • Add bookmark
  • Cite
  • Share

Key features

  • Covers both basic and advanced concepts of optimization theory and methods, ideal for single semester courses
  • Mathematically accessible, requiring only a basic background in calculus and linear algebra
  • Provides numerous end-of-chapter exercises involving theoretical derivations and small numerical problems, as well as in modeling systems like GAMS. A full solutions manual accompanies the text

About the book

Access options

Review the options below to login to check your access.

Purchase options

There are no purchase options available for this title.

Have an access code?

To redeem an access code, please log in with your personal login.

If you believe you should have access to this content, please contact your institutional librarian or consult our FAQ page for further information about accessing our content.

Also available to purchase from these educational ebook suppliers
US