Optimization in Chemical Engineering by Suman Dutta
- Optimization in Chemical Engineering
- Suman Dutta
- Page: 382
- Format: pdf, ePub, mobi, fb2
- ISBN: 9781107091238
- Publisher: Cambridge University Press
Free audio books downloads for mp3 players Optimization in Chemical Engineering
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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Optimization applications can be found in almost all areas of engineering. Typical problems in chemical engineering arise in process design, process control, Optimization in Chemical Engineering - Cambridge University Press
In this book, optimization of chemical processes is performed using both classical and advanced algorithms.
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