Introduction to Linear Optimization and Extensions with MATLAB

Introduction to Linear Optimization and Extensions with MATLAB

Author: Roy H. Kwon

Publisher: CRC Press

Published: 2013-09-05

Total Pages: 356

ISBN-13: 1482204347

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Filling the need for an introductory book on linear programming that discusses the important ways to mitigate parameter uncertainty, Introduction to Linear Optimization and Extensions with MATLAB provides a concrete and intuitive yet rigorous introduction to modern linear optimization. In addition to fundamental topics, the book discusses current l


Introduction to Linear Optimization and Extensions with MATLAB®

Introduction to Linear Optimization and Extensions with MATLAB®

Author: Roy H. Kwon

Publisher: CRC Press

Published: 2013-09-05

Total Pages: 0

ISBN-13: 9781439862636

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Filling the need for an introductory book on linear programming that discusses the important ways to mitigate parameter uncertainty, Introduction to Linear Optimization and Extensions with MATLAB® provides a concrete and intuitive yet rigorous introduction to modern linear optimization. In addition to fundamental topics, the book discusses current linear optimization technologies such as predictor-path following interior point methods for both linear and quadratic optimization as well as the inclusion of linear optimization of uncertainty i.e. stochastic programming with recourse and robust optimization. The author introduces both stochastic programming and robust optimization as frameworks to deal with parameter uncertainty. The author’s unusual approach—developing these topics in an introductory book—highlights their importance. Since most applications require decisions to be made in the face of uncertainty, the early introduction of these topics facilitates decision making in real world environments. The author also includes applications and case studies from finance and supply chain management that involve the use of MATLAB. Even though there are several LP texts in the marketplace, most do not cover data uncertainty using stochastic programming and robust optimization techniques. Most emphasize the use of MS Excel, while this book uses MATLAB which is the primary tool of many engineers, including financial engineers. The book focuses on state-of-the-art methods for dealing with parameter uncertainty in linear programming, rigorously developing theory and methods. But more importantly, the author’s meticulous attention to developing intuition before presenting theory makes the material come alive.


Optimization in Practice with MATLAB

Optimization in Practice with MATLAB

Author: Achille Messac

Publisher: Cambridge University Press

Published: 2015-03-19

Total Pages: 503

ISBN-13: 1107109183

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This textbook is designed for students and industry practitioners for a first course in optimization integrating MATLAB® software.


A Guide to MATLAB

A Guide to MATLAB

Author: Brian R. Hunt

Publisher: Cambridge University Press

Published: 2001-08-06

Total Pages: 348

ISBN-13: 9780521008594

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This book is a short, focused introduction to MATLAB and should be useful to both beginning and experienced users.


Programming for Computations - MATLAB/Octave

Programming for Computations - MATLAB/Octave

Author: Svein Linge

Publisher: Springer

Published: 2016-08-01

Total Pages: 228

ISBN-13: 3319324527

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This book presents computer programming as a key method for solving mathematical problems. There are two versions of the book, one for MATLAB and one for Python. The book was inspired by the Springer book TCSE 6: A Primer on Scientific Programming with Python (by Langtangen), but the style is more accessible and concise, in keeping with the needs of engineering students. The book outlines the shortest possible path from no previous experience with programming to a set of skills that allows the students to write simple programs for solving common mathematical problems with numerical methods in engineering and science courses. The emphasis is on generic algorithms, clean design of programs, use of functions, and automatic tests for verification.


Getting Started with MATLAB

Getting Started with MATLAB

Author: Rudra Pratap

Publisher: Oxford University Press, USA

Published: 2016-01-23

Total Pages: 0

ISBN-13: 9780190602062

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MATLAB is one of the most widely used tools in the field of engineering today. Its broad appeal lies in its interactive environment with hundreds of built-in functions. This book is designed to get you up and running in just a few hours -- Provided by publisher.


The Finite Volume Method in Computational Fluid Dynamics

The Finite Volume Method in Computational Fluid Dynamics

Author: F. Moukalled

Publisher: Springer

Published: 2015-08-13

Total Pages: 799

ISBN-13: 3319168746

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This textbook explores both the theoretical foundation of the Finite Volume Method (FVM) and its applications in Computational Fluid Dynamics (CFD). Readers will discover a thorough explanation of the FVM numerics and algorithms used for the simulation of incompressible and compressible fluid flows, along with a detailed examination of the components needed for the development of a collocated unstructured pressure-based CFD solver. Two particular CFD codes are explored. The first is uFVM, a three-dimensional unstructured pressure-based finite volume academic CFD code, implemented within Matlab. The second is OpenFOAM®, an open source framework used in the development of a range of CFD programs for the simulation of industrial scale flow problems. With over 220 figures, numerous examples and more than one hundred exercise on FVM numerics, programming, and applications, this textbook is suitable for use in an introductory course on the FVM, in an advanced course on numerics, and as a reference for CFD programmers and researchers.


Signals and Systems Using MATLAB

Signals and Systems Using MATLAB

Author: Luis F. Chaparro

Publisher: Academic Press

Published: 2018-10-29

Total Pages: 838

ISBN-13: 0128142057

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Signals and Systems Using MATLAB, Third Edition, features a pedagogically rich and accessible approach to what can commonly be a mathematically dry subject. Historical notes and common mistakes combined with applications in controls, communications and signal processing help students understand and appreciate the usefulness of the techniques described in the text. This new edition features more end-of-chapter problems, new content on two-dimensional signal processing, and discussions on the state-of-the-art in signal processing. - Introduces both continuous and discrete systems early, then studies each (separately) in-depth - Contains an extensive set of worked examples and homework assignments, with applications for controls, communications, and signal processing - Begins with a review on all the background math necessary to study the subject - Includes MATLAB® applications in every chapter