The Basics of Practical Optimization

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Release : 2009-06-25
Genre : Mathematics
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Book Rating : 799/5 ( reviews)

The Basics of Practical Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The Basics of Practical Optimization write by Adam B. Levy. This book was released on 2009-06-25. The Basics of Practical Optimization available in PDF, EPUB and Kindle. Introduces undergraduate students to optimization and its applications using relevant and realistic problems.

Practical Optimization

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Release : 2019-12-16
Genre : Mathematics
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Book Rating : 603/5 ( reviews)

Practical Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Practical Optimization write by Philip E. Gill. This book was released on 2019-12-16. Practical Optimization available in PDF, EPUB and Kindle. In the intervening years since this book was published in 1981, the field of optimization has been exceptionally lively. This fertility has involved not only progress in theory, but also faster numerical algorithms and extensions into unexpected or previously unknown areas such as semidefinite programming. Despite these changes, many of the important principles and much of the intuition can be found in this Classics version of Practical Optimization. This book provides model algorithms and pseudocode, useful tools for users who prefer to write their own code as well as for those who want to understand externally provided code. It presents algorithms in a step-by-step format, revealing the overall structure of the underlying procedures and thereby allowing a high-level perspective on the fundamental differences. And it contains a wealth of techniques and strategies that are well suited for optimization in the twenty-first century, and particularly in the now-flourishing fields of data science, “big data,” and machine learning. Practical Optimization is appropriate for advanced undergraduates, graduate students, and researchers interested in methods for solving optimization problems.

The Basics of Practical Optimization

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Release : 2022-11-22
Genre : Mathematics
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Book Rating : 371/5 ( reviews)

The Basics of Practical Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The Basics of Practical Optimization write by Adam B. Levy. This book was released on 2022-11-22. The Basics of Practical Optimization available in PDF, EPUB and Kindle. Optimization is presented in most multivariable calculus courses as an application of the gradient, and while this treatment makes sense for a calculus course, there is much more to the theory of optimization. Optimization problems are generated constantly, and the theory of optimization has grown and developed in response to the challenges presented by these problems. This textbook aims to show readers how optimization is done in practice and help them to develop an appreciation for the richness of the theory behind the practice. Exercises, problems (including modeling and computational problems), and implementations are incorporated throughout the text to help students learn by doing. Python notes are inserted strategically to help readers complete computational problems and implementations. The Basics of Practical Optimization, Second Edition is intended for undergraduates who have completed multivariable calculus, as well as anyone interested in optimization. The book is appropriate for a course that complements or replaces a standard linear programming course.

Practical Optimization

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Release : 2007-03-12
Genre : Computers
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Book Rating : 066/5 ( reviews)

Practical Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Practical Optimization write by Andreas Antoniou. This book was released on 2007-03-12. Practical Optimization available in PDF, EPUB and Kindle. Practical Optimization: Algorithms and Engineering Applications is a hands-on treatment of the subject of optimization. A comprehensive set of problems and exercises makes the book suitable for use in one or two semesters of a first-year graduate course or an advanced undergraduate course. Each half of the book contains a full semester’s worth of complementary yet stand-alone material. The practical orientation of the topics chosen and a wealth of useful examples also make the book suitable for practitioners in the field.

The Basics of Practical Optimization

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Release : 2009-01-01
Genre : Mathematics
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Book Rating : 671/5 ( reviews)

The Basics of Practical Optimization - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook The Basics of Practical Optimization write by Adam B. Levy. This book was released on 2009-01-01. The Basics of Practical Optimization available in PDF, EPUB and Kindle. This textbook provides undergraduate students with an introduction to optimization and its uses for relevant and realistic problems. The only prerequisite for readers is a basic understanding of multivariable calculus because additional materials, such as explanations of matrix tools, are provided in a series of Asides both throughout the text at relevant points and in a handy appendix.