Optimization For Chemical And Biochemical Engineering

Author : Vassilios S. Vassiliadis
Publisher : Cambridge University Press
ISBN 13 : 1107106834
Total Pages : 353 pages
Book Rating : 4.33/5 ( download)

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Download or read book Optimization for Chemical and Biochemical Engineering written by Vassilios S. Vassiliadis and published by Cambridge University Press. This book was released on 2021-01-14 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Optimization for Chemical and Biochemical Engineering - Theory, Algorithms, Modeling and Applications"--

Author : Suman Dutta
Publisher : Cambridge University Press
ISBN 13 : 1316691799
Total Pages : 384 pages
Book Rating : 4.93/5 ( download)

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Download or read book Optimization in Chemical Engineering written by Suman Dutta and published by Cambridge University Press. This book was released on 2016-03-11 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Vassilios S. Vassiliadis
Publisher :
ISBN 13 : 9781316227268
Total Pages : pages
Book Rating : 4.6X/5 ( download)

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Download or read book Optimization written by Vassilios S. Vassiliadis and published by . This book was released on 2020 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "Optimization for Chemical and Biochemical Engineering - Theory, Algorithms, Modeling and Applications"--

Author : Vassilios S. Vassiliadis
Publisher : Cambridge University Press
ISBN 13 : 1108916120
Total Pages : 353 pages
Book Rating : 4.27/5 ( download)

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Download or read book Optimization for Chemical and Biochemical Engineering written by Vassilios S. Vassiliadis and published by Cambridge University Press. This book was released on 2021-01-14 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: Discover the subject of optimization in a new light with this modern and unique treatment. Includes a thorough exposition of applications and algorithms in sufficient detail for practical use, while providing you with all the necessary background in a self-contained manner. Features a deeper consideration of optimal control, global optimization, optimization under uncertainty, multiobjective optimization, mixed-integer programming and model predictive control. Presents a complete coverage of formulations and instances in modelling where optimization can be applied for quantitative decision-making. As a thorough grounding to the subject, covering everything from basic to advanced concepts and addressing real-life problems faced by modern industry, this is a perfect tool for advanced undergraduate and graduate courses in chemical and biochemical engineering.

Author : Ch. Venkateswarlu
Publisher : Elsevier
ISBN 13 : 0128173939
Total Pages : 312 pages
Book Rating : 4.30/5 ( download)

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Download or read book Stochastic Global Optimization Methods and Applications to Chemical, Biochemical, Pharmaceutical and Environmental Processes written by Ch. Venkateswarlu and published by Elsevier. This book was released on 2019-11-18 with total page 312 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stochastic global optimization methods and applications to chemical, biochemical, pharmaceutical and environmental processes presents various algorithms that include the genetic algorithm, simulated annealing, differential evolution, ant colony optimization, tabu search, particle swarm optimization, artificial bee colony optimization, and cuckoo search algorithm. The design and analysis of these algorithms is studied by applying them to solve various base case and complex optimization problems concerning chemical, biochemical, pharmaceutical, and environmental engineering processes. Design and implementation of various classical and advanced optimization strategies to solve a wide variety of optimization problems makes this book beneficial to graduate students, researchers, and practicing engineers working in multiple domains. This book mainly focuses on stochastic, evolutionary, and artificial intelligence optimization algorithms with a special emphasis on their design, analysis, and implementation to solve complex optimization problems and includes a number of real applications concerning chemical, biochemical, pharmaceutical, and environmental engineering processes. Presents various classical, stochastic, evolutionary, and artificial intelligence optimization algorithms for the benefit of the audience in different domains Outlines design, analysis, and implementation of optimization strategies to solve complex optimization problems of different domains Highlights numerous real applications concerning chemical, biochemical, pharmaceutical, and environmental engineering processes

Author : Ignacio E. Grossmann
Publisher : Cambridge University Press
ISBN 13 : 1108831656
Total Pages : 205 pages
Book Rating : 4.59/5 ( download)

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Download or read book Advanced Optimization for Process Systems Engineering written by Ignacio E. Grossmann and published by Cambridge University Press. This book was released on 2021-03-25 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: A unique text covering basic and advanced concepts of optimization theory and methods for process systems engineers. With examples illustrating key concepts and algorithms, and exercises involving theoretical derivations, numerical problems and modeling systems, it is ideal for single-semester, graduate courses in process systems engineering.

Author : Thomas F. Edgar
Publisher : McGraw-Hill Science, Engineering & Mathematics
ISBN 13 :
Total Pages : 680 pages
Book Rating : 4.24/5 ( download)

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Download or read book Optimization of Chemical Processes written by Thomas F. Edgar and published by McGraw-Hill Science, Engineering & Mathematics. This book was released on 1988 with total page 680 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Said S.E.H. Elnashaie
Publisher : Springer Science & Business Media
ISBN 13 : 0387681671
Total Pages : 595 pages
Book Rating : 4.72/5 ( download)

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Download or read book Numerical Techniques for Chemical and Biological Engineers Using MATLAB® written by Said S.E.H. Elnashaie and published by Springer Science & Business Media. This book was released on 2007-03-12 with total page 595 pages. Available in PDF, EPUB and Kindle. Book excerpt: This interdisciplinary book presents numerical techniques needed for chemical and biological engineers using Matlab. The book begins by exploring general cases, and moves on to specific ones. The text includes a large number of detailed illustrations, exercises and industrial examples. The book provides detailed mathematics and engineering background in the appendixes, including an introduction to Matlab. The text will be useful to undergraduate students in chemical/biological engineering, and in applied mathematics and numerical analysis.

Author : Ricardo Simpson
Publisher : Springer Science & Business Media
ISBN 13 : 1461491266
Total Pages : 370 pages
Book Rating : 4.62/5 ( download)

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Download or read book Chemical and Bioprocess Engineering written by Ricardo Simpson and published by Springer Science & Business Media. This book was released on 2013-12-04 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of this textbook is to provide first-year engineering students with a firm grounding in the fundamentals of chemical and bioprocess engineering. However, instead of being a general overview of the two topics, Fundamentals of Chemical and Bioprocess Engineering will identify and focus on specific areas in which attaining a solid competency is desired. This strategy is the direct result of studies showing that broad-based courses at the freshman level often leave students grappling with a lot of material, which results in a low rate of retention. Specifically, strong emphasis will be placed on the topic of material balances, with the intent that students exiting a course based upon this textbook will be significantly higher on Bloom’s Taxonomy (knowledge, comprehension, application, analysis and synthesis, evaluation, creation) relating to material balances. In addition, this book also provides students with a highly developed ability to analyze problems from the material balances perspective, which leaves them with important skills for the future. The textbook consists of numerous exercises and their solutions. Problems are classified by their level of difficulty. Each chapter has references and selected web pages to vividly illustrate each example. In addition, to engage students and increase their comprehension and rate of retention, many examples involve real-world situations.

Author : Ch Venkateswarlu
Publisher :
ISBN 13 : 0128173920
Total Pages : 310 pages
Book Rating : 4.23/5 ( download)

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Download or read book Stochastic Global Optimization Methods and Applications to Chemical, Biochemical, Pharmaceutical and Environmental Processes written by Ch Venkateswarlu and published by . This book was released on 2019-11 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Stochastic global optimization methods and applications to chemical, biochemical, pharmaceutical and environmental processes presents various algorithms that include the genetic algorithm, simulated annealing, differential evolution, ant colony optimization, tabu search, particle swarm optimization, artificial bee colony optimization, and cuckoo search algorithm. The design and analysis of these algorithms is studied by applying them to solve various base case and complex optimization problems concerning chemical, biochemical, pharmaceutical, and environmental engineering processes. Design and implementation of various classical and advanced optimization strategies to solve a wide variety of optimization problems makes this book beneficial to graduate students, researchers, and practicing engineers working in multiple domains. This book mainly focuses on stochastic, evolutionary, and artificial intelligence optimization algorithms with a special emphasis on their design, analysis, and implementation to solve complex optimization problems and includes a number of real applications concerning chemical, biochemical, pharmaceutical, and environmental engineering processes. Presents various classical, stochastic, evolutionary, and artificial intelligence optimization algorithms for the benefit of the audience in different domains Outlines design, analysis, and implementation of optimization strategies to solve complex optimization problems of different domains Highlights numerous real applications concerning chemical, biochemical, pharmaceutical, and environmental engineering processes