Read Computational Optimization: Success in Practice (Textbooks in Mathematics)

Computational Optimization: Success in Practice (Textbooks in Mathematics)

Vladislav Bukshtynov

4.9/5 (21696 ratings)

Description:This textbook offers a guided tutorial that reviews the theoretical fundamentals while going through the practical examples used for constructing the computational frame, applied to various real-life models.Computational Success in Practice will lead the readers through the entire process. They will start with the simple calculus examples of fitting data and basics of optimal control methods and end up constructing a multi-component framework for running PDE-constrained optimization. This framework will be assembled piece by piece; the readers may apply this process at the levels of complexity matching their current projects or research needs.By connecting examples with the theory and discussing the proper "communication" between them, the readers will learn the process of creating a "big house." Moreover, they can use the framework exemplified in the book as the template for their research or course problems – they will know how to change the single "bricks" or add extra "floors" on top of that.This book is for students, faculty, and researchers.FeaturesThe main optimization framework builds through the course exercises and centers on MATLAB® All other scripts to implement computations for solving optimization problems with various models use only open-source software, e.g., FreeFEM All computational steps are platform-independent; readers may freely use Windows, macOS, or Linux systems All scripts illustrating every step in building the optimization framework will be available to the readers online Each chapter contains problems based on the examples provided in the text and associated scripts. The readers will not need to create the scripts from scratch, but rather modify the codes provided as a supplement to the book This book will prove valuable to graduate students of math, computer science, engineering, and all who explore optimization techniques at different levels for educational or research purposes. It will benefit many professionals in academic and industry-related professors, researchers, postdoctoral fellows, and the personnel of R&D departments.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Computational Optimization: Success in Practice (Textbooks in Mathematics). To get started finding Computational Optimization: Success in Practice (Textbooks in Mathematics), you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

Pages: 0

Format: PDF, EPUB & Kindle Edition

Publisher: Chapman and Hall/CRC

Release: —

ISBN: 1000834727

Description: This textbook offers a guided tutorial that reviews the theoretical fundamentals while going through the practical examples used for constructing the computational frame, applied to various real-life models.Computational Success in Practice will lead the readers through the entire process. They will start with the simple calculus examples of fitting data and basics of optimal control methods and end up constructing a multi-component framework for running PDE-constrained optimization. This framework will be assembled piece by piece; the readers may apply this process at the levels of complexity matching their current projects or research needs.By connecting examples with the theory and discussing the proper "communication" between them, the readers will learn the process of creating a "big house." Moreover, they can use the framework exemplified in the book as the template for their research or course problems – they will know how to change the single "bricks" or add extra "floors" on top of that.This book is for students, faculty, and researchers.FeaturesThe main optimization framework builds through the course exercises and centers on MATLAB® All other scripts to implement computations for solving optimization problems with various models use only open-source software, e.g., FreeFEM All computational steps are platform-independent; readers may freely use Windows, macOS, or Linux systems All scripts illustrating every step in building the optimization framework will be available to the readers online Each chapter contains problems based on the examples provided in the text and associated scripts. The readers will not need to create the scripts from scratch, but rather modify the codes provided as a supplement to the book This book will prove valuable to graduate students of math, computer science, engineering, and all who explore optimization techniques at different levels for educational or research purposes. It will benefit many professionals in academic and industry-related professors, researchers, postdoctoral fellows, and the personnel of R&D departments.We have made it easy for you to find a PDF Ebooks without any digging. And by having access to our ebooks online or by storing it on your computer, you have convenient answers with Computational Optimization: Success in Practice (Textbooks in Mathematics). To get started finding Computational Optimization: Success in Practice (Textbooks in Mathematics), you are right to find our website which has a comprehensive collection of manuals listed.
Our library is the biggest of these that have literally hundreds of thousands of different products represented.

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Computational Optimization: Success in Practice (Textbooks in Mathematics)

Computational Optimization: Success in Practice (Textbooks in Mathematics)

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