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Parametric Optimization

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Parametric Optimization And Related Topics

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Author : Jürgen Guddat
language : en
Publisher: Walter de Gruyter GmbH & Co KG
Release Date : 1987-12-31

Parametric Optimization And Related Topics written by Jürgen Guddat and has been published by Walter de Gruyter GmbH & Co KG this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987-12-31 with Mathematics categories.

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Multi Parametric Optimization And Control

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Author : Efstratios N. Pistikopoulos
language : en
Publisher: John Wiley & Sons
Release Date : 2020-11-10

Multi Parametric Optimization And Control written by Efstratios N. Pistikopoulos and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-10 with Mathematics categories.

Recent developments in multi-parametric optimization and control Multi-Parametric Optimization and Control provides comprehensive coverage of recent methodological developments for optimal model-based control through parametric optimization. It also shares real-world research applications to support deeper understanding of the material. Researchers and practitioners can use the book as reference. It is also suitable as a primary or a supplementary textbook. Each chapter looks at the theories related to a topic along with a relevant case study. Topic complexity increases gradually as readers progress through the chapters. The first part of the book presents an overview of the state-of-the-art multi-parametric optimization theory and algorithms in multi-parametric programming. The second examines the connection between multi-parametric programming and model-predictive control—from the linear quadratic regulator over hybrid systems to periodic systems and robust control. The third part of the book addresses multi-parametric optimization in process systems engineering. A step-by-step procedure is introduced for embedding the programming within the system engineering, which leads the reader into the topic of the PAROC framework and software platform. PAROC is an integrated framework and platform for the optimization and advanced model-based control of process systems. Uses case studies to illustrate real-world applications for a better understanding of the concepts presented Covers the fundamentals of optimization and model predictive control Provides information on key topics, such as the basic sensitivity theorem, linear programming, quadratic programming, mixed-integer linear programming, optimal control of continuous systems, and multi-parametric optimal control An appendix summarizes the history of multi-parametric optimization algorithms. It also covers the use of the parametric optimization toolbox (POP), which is comprehensive software for efficiently solving multi-parametric programming problems.

Non Linear Parametric Optimization

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Author : BANK
language : en
Publisher: Birkhäuser
Release Date : 2013-12-21

Non Linear Parametric Optimization written by BANK and has been published by Birkhäuser this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-12-21 with Social Science categories.

Fundamentals Of Orthopedic Design With Non Parametric Optimization

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Author : Musaddiq Al Ali
language : en
Publisher: Springer Nature
Release Date : 2024-03-26

Fundamentals Of Orthopedic Design With Non Parametric Optimization written by Musaddiq Al Ali and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-03-26 with Technology & Engineering categories.

This book introduces a fundamental understanding of orthopedic design for both engineers and medical staff. It addresses the gap and mystery that often exists between these two fields and provides a common ground for understanding. The book covers various aspects of orthopedic design, including the anatomy and biomechanics of bones and joints, the materials used in orthopedic devices, and the testing and evaluation of orthopedic devices. It also introduces computer-aided design with additive manufacturing in a practical sense, including the principles of non-parametric optimization (topology and shape optimization) in a scientific and practical way. The author provides dedicated examples and research studies to further clarify the concepts presented in the book and includes some of their own peer-reviewed papers to support the material. Additionally, it covers the practical applications of computer-aided design and additivemanufacturing in orthopedic design, including the use of virtual prototyping, computer simulation, and 3D printing techniques. The book aims to provide a comprehensive guide to orthopedic design and the latest advancements in the field.

Simulation Based Optimization

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Author : Abhijit Gosavi
language : en
Publisher: Springer Science & Business Media
Release Date : 2003-06-30

Simulation Based Optimization written by Abhijit Gosavi and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003-06-30 with Science categories.

Simulation-Based Optimization: Parametric Optimization Techniques and Reinforcement Learning introduces the evolving area of simulation-based optimization. The book's objective is two-fold: (1) It examines the mathematical governing principles of simulation-based optimization, thereby providing the reader with the ability to model relevant real-life problems using these techniques. (2) It outlines the computational technology underlying these methods. Taken together these two aspects demonstrate that the mathematical and computational methods discussed in this book do work. Broadly speaking, the book has two parts: (1) parametric (static) optimization and (2) control (dynamic) optimization. Some of the book's special features are: *An accessible introduction to reinforcement learning and parametric-optimization techniques. *A step-by-step description of several algorithms of simulation-based optimization. *A clear and simple introduction to the methodology of neural networks. *A gentle introduction to convergence analysis of some of the methods enumerated above. *Computer programs for many algorithms of simulation-based optimization.

Parametric Optimization Singularities Pathfollowing And Jumps

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Author : J. Guddat
language : de
Publisher: Springer-Verlag
Release Date : 2013-11-21

Parametric Optimization Singularities Pathfollowing And Jumps written by J. Guddat and has been published by Springer-Verlag this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-21 with Technology & Engineering categories.

Multi Parametric Optimization And Control

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Author : Efstratios N. Pistikopoulos
language : en
Publisher: John Wiley & Sons
Release Date : 2020-11-24

Integrated Process Design And Operational Optimization Via Multiparametric Programming

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Author : Baris Burnak
language : en
Publisher: Morgan & Claypool Publishers
Release Date : 2020-09-04

Integrated Process Design And Operational Optimization Via Multiparametric Programming written by Baris Burnak and has been published by Morgan & Claypool Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-04 with Technology & Engineering categories.

This book presents a comprehensive optimization-based theory and framework that exploits the synergistic interactions and tradeoffs between process design and operational decisions that span different time scales. Conventional methods in the process industry often isolate decision making mechanisms with a hierarchical information flow to achieve tractable problems, risking suboptimal, even infeasible operations. In this book, foundations of a systematic model-based strategy for simultaneous process design, scheduling, and control optimization is detailed to achieve reduced cost and improved energy consumption in process systems. The material covered in this book is well suited for the use of industrial practitioners, academics, and researchers. In Chapter 1, a historical perspective on the milestones in model-based design optimization techniques is presented along with an overview of the state-of-the-art mathematical tools to solve the resulting complex problems. Chapters 2 and 3 discuss two fundamental concepts that are essential for the reader. These concepts are (i) mixed integer dynamic optimization problems and two algorithms to solve this class of optimization problems, and (ii) developing a model based multiparametric programming model predictive control. These tools are used to systematically evaluate the tradeoffs between different time-scale decisions based on a single high-fidelity model, as demonstrated on (i) design and control, (ii) scheduling and control, and (iii) design, scheduling, and control problems. We present illustrative examples on chemical processing units, including continuous stirred tank reactors, distillation columns, and combined heat and power regeneration units, along with discussions of other relevant work in the literature for each class of problems.

19th European Symposium On Computer Aided Process Engineering

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Author : Jacek Jezowski
language : en
Publisher: Elsevier
Release Date : 2009-06-12

19th European Symposium On Computer Aided Process Engineering written by Jacek Jezowski and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009-06-12 with Technology & Engineering categories.

The 19th European Symposium on Computer Aided Process Engineering contains papers presented at the 19th European Symposium of Computer Aided Process Engineering (ESCAPE 19) held in Cracow, Poland, June 14-17, 2009.The ESCAPE series serves as a forum for scientists and engineers from academia and industry to discuss progress achieved in the area of CAPE.* CD-ROM that accompanies the book contains all research papers and contributions * International in scope with guest speeches and keynote talks from leaders in science and industry * Presents papers covering the latest research, key top areas and developments in computer aided process engineering (CAPE)

Optimization In Chemical Engineering

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Author : Suman Dutta
language : en
Publisher: Cambridge University Press
Release Date : 2016-03-11

Optimization In Chemical Engineering written by Suman Dutta and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-03-11 with Technology & Engineering categories.

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.

Parametric Optimization

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