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Optimization in Chemical Engineering

Af: Suman Dutta Engelsk Hardback

Optimization in Chemical Engineering

Af: Suman Dutta Engelsk Hardback
Tjek vores konkurrenters priser
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 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.
Produktdetaljer
Sprog: Engelsk
Sider: 380
ISBN-13: 9781107091238
Indbinding: Hardback
Udgave:
ISBN-10: 1107091233
Kategori: Optimalisering
Udg. Dato: 11 mar 2016
Længde: 25mm
Bredde: 188mm
Højde: 247mm
Forlag: Cambridge University Press
Oplagsdato: 11 mar 2016
Forfatter(e): Suman Dutta
Forfatter(e) Suman Dutta


Kategori Optimalisering


ISBN-13 9781107091238


Sprog Engelsk


Indbinding Hardback


Sider 380


Udgave


Længde 25mm


Bredde 188mm


Højde 247mm


Udg. Dato 11 mar 2016


Oplagsdato 11 mar 2016


Forlag Cambridge University Press

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