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Optimization in Chemical Engineering

$74.99 (P)

  • Date Published: March 2016
  • availability: In stock
  • format: Hardback
  • isbn: 9781107091238

$ 74.99 (P)
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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.

    • Latest advancements including genetic algorithm, simulated annealing, trust-region method, multi-objective optimization and particle swarm optimization are discussed in detail
    • A separate chapter covers theory and application of various optimization software tools including LINGO, MATLAB, MINITAB and GAMS
    • Each chapter includes solved examples for better understanding of theoretical concepts
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    Product details

    • Date Published: March 2016
    • format: Hardback
    • isbn: 9781107091238
    • length: 380 pages
    • dimensions: 246 x 184 x 24 mm
    • weight: 0.82kg
    • availability: In stock
  • Table of Contents

    List of figures
    List of tables
    Preface
    1. A brief discussion on optimization
    2. Formulation of optimization problems in chemical and biochemical engineering
    3. Single variable unconstrained optimization methods
    4. Trust-region methods
    5. Optimization of unconstrained multivariable functions
    6. Multivariable optimization with constraints
    7. Optimization of staged and discrete processes
    8. Some advanced topics in optimization
    9. Nontraditional optimization
    10. Optimization of various chemical and biochemical processes
    11. Statistical optimization
    12. Software tools for optimization processes
    Multiple choice questions 1
    Multiple choice questions 2
    Multiple choice questions 3
    Index.

  • Author

    Suman Dutta, Indian School of Mines
    Suman Dutta received his Ph.D. from Jadavpur University, Kolkata and has published a number of research papers in national and international journals. He was a visiting researcher at the Centre of Water Science in Cranfield University, UK. He teaches courses on chemical engineering thermodynamics, chemical reaction engineering, fluid mechanics, process modelling and optimisation and process instrumentation and control. His areas of research include wastewater treatment, membrane technology, advanced oxidation process, process simulation and optimisation.

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