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Optimization for Chemical and Biochemical Engineering

Optimization for Chemical and Biochemical Engineering
Author: Vassilios S. Vassiliadis
Publisher: Cambridge University Press
Total Pages: 353
Release: 2021-01-14
Genre: Mathematics
ISBN: 1107106834

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"Optimization for Chemical and Biochemical Engineering - Theory, Algorithms, Modeling and Applications"--


Optimization in Chemical Engineering

Optimization in Chemical Engineering
Author: Suman Dutta
Publisher: Cambridge University Press
Total Pages: 384
Release: 2016-03-11
Genre: Technology & Engineering
ISBN: 1316691799

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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.


Optimization for Chemical and Biochemical Engineering

Optimization for Chemical and Biochemical Engineering
Author: Vassilios S. Vassiliadis
Publisher: Cambridge University Press
Total Pages: 353
Release: 2021-01-14
Genre: Technology & Engineering
ISBN: 1108916120

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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.


Optimization

Optimization
Author: Vassilios S. Vassiliadis
Publisher:
Total Pages:
Release: 2020
Genre: Algorithms
ISBN: 9781316227268

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"Optimization for Chemical and Biochemical Engineering - Theory, Algorithms, Modeling and Applications"--


Stochastic Global Optimization Methods and Applications to Chemical, Biochemical, Pharmaceutical and Environmental Processes

Stochastic Global Optimization Methods and Applications to Chemical, Biochemical, Pharmaceutical and Environmental Processes
Author: Ch. Venkateswarlu
Publisher: Elsevier
Total Pages: 312
Release: 2019-11-18
Genre: Technology & Engineering
ISBN: 0128173939

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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


Chemical and Biochemical Engineering

Chemical and Biochemical Engineering
Author: Ali Pourhashemi
Publisher: CRC Press
Total Pages: 291
Release: 2015-01-28
Genre: Medical
ISBN: 1482252430

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This book facilitates the study of problematic chemicals in such applications as chemical fate modeling, chemical process design, and experimental design. This volume provides comprehensive coverage of modern biochemical engineering, detailing the basic concepts underlying the behavior of bioprocesses as well as advances in bioprocess and biochemic


Advanced Optimization for Process Systems Engineering

Advanced Optimization for Process Systems Engineering
Author: Ignacio E. Grossmann
Publisher: Cambridge University Press
Total Pages: 205
Release: 2021-03-25
Genre: Mathematics
ISBN: 1108831656

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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.


Chemical and Bioprocess Engineering

Chemical and Bioprocess Engineering
Author: Ricardo Simpson
Publisher: Springer Science & Business Media
Total Pages: 370
Release: 2013-12-04
Genre: Technology & Engineering
ISBN: 1461491266

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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.


Numerical Techniques for Chemical and Biological Engineers Using MATLAB®

Numerical Techniques for Chemical and Biological Engineers Using MATLAB®
Author: Said S.E.H. Elnashaie
Publisher: Springer Science & Business Media
Total Pages: 595
Release: 2007-03-12
Genre: Mathematics
ISBN: 0387681671

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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.


Stochastic Global Optimization Methods and Applications to Chemical, Biochemical, Pharmaceutical and Environmental Processes

Stochastic Global Optimization Methods and Applications to Chemical, Biochemical, Pharmaceutical and Environmental Processes
Author: Ch Venkateswarlu
Publisher:
Total Pages: 310
Release: 2019-11
Genre:
ISBN: 0128173920

Download Stochastic Global Optimization Methods and Applications to Chemical, Biochemical, Pharmaceutical and Environmental Processes Book in PDF, ePub and Kindle

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