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  3. Optimization in Chemical Engineering
  • Cited by 17
Publisher:
Cambridge University Press
Online publication date:
February 2016
Print publication year:
2016
Online ISBN:
9781316134504
DOI:
https://doi.org/10.1017/CBO9781316134504
Subjects:
Engineering, Chemical Engineering, Control Systems and Optimisation
Information

Book description

Optimization is used to determine the most appropriate value of variables under given conditions. The primary focus of using optimisation techniques is to measure the maximum or minimum value of a function depending on the circumstances. This book discusses problem formulation and problem solving with the help of algorithms such as secant method, quasi-Newton method, linear programming and dynamic programming. It also explains important chemical processes such as fluid flow systems, heat exchangers, chemical reactors and distillation systems using solved examples. The book begins by explaining the fundamental concepts followed by an elucidation of various modern techniques including trust-region methods, Levenberg–Marquardt algorithms, stochastic optimization, simulated annealing and statistical optimization. It studies the multi-objective optimization technique and its applications in chemical engineering and also discusses the theory and applications of various optimization software tools including LINGO, MATLAB, MINITAB and GAMS.

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