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Practical Methods of Optimization

2013-06-06 Mathematics
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Release : 2013-06-06
Genre : Mathematics
Kind : eBook
Book Rating : 18X/5 ( reviews)

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Book Synopsis Practical Methods of Optimization by : R. Fletcher

Download or read book Practical Methods of Optimization written by R. Fletcher. This book was released on 2013-06-06. Available in PDF, EPUB and Kindle. Book excerpt: Fully describes optimization methods that are currently most valuable in solving real-life problems. Since optimization has applications in almost every branch of science and technology, the text emphasizes their practical aspects in conjunction with the heuristics useful in making them perform more reliably and efficiently. To this end, it presents comparative numerical studies to give readers a feel for possibile applications and to illustrate the problems in assessing evidence. Also provides theoretical background which provides insights into how methods are derived. This edition offers revised coverage of basic theory and standard techniques, with updated discussions of line search methods, Newton and quasi-Newton methods, and conjugate direction methods, as well as a comprehensive treatment of restricted step or trust region methods not commonly found in the literature. Also includes recent developments in hybrid methods for nonlinear least squares; an extended discussion of linear programming, with new methods for stable updating of LU factors; and a completely new section on network programming. Chapters include computer subroutines, worked examples, and study questions.

Practical Optimization

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

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Book Synopsis Practical Optimization by : Philip E. Gill

Download or read book Practical Optimization written by Philip E. Gill. This book was released on 2019-12-16. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Practical Optimization Methods

2012-12-06 Technology & Engineering
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Release : 2012-12-06
Genre : Technology & Engineering
Kind : eBook
Book Rating : 018/5 ( reviews)

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Book Synopsis Practical Optimization Methods by : M. Asghar Bhatti

Download or read book Practical Optimization Methods written by M. Asghar Bhatti. This book was released on 2012-12-06. Available in PDF, EPUB and Kindle. Book excerpt: This introductory textbook adopts a practical and intuitive approach, rather than emphasizing mathematical rigor. Computationally oriented books in this area generally present algorithms alone, and expect readers to perform computations by hand, and are often written in traditional computer languages, such as Basic, Fortran or Pascal. This book, on the other hand, is the first text to use Mathematica to develop a thorough understanding of optimization algorithms, fully exploiting Mathematica's symbolic, numerical and graphic capabilities.

Practical Optimization with MATLAB

2019-10-03 Mathematics
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Release : 2019-10-03
Genre : Mathematics
Kind : eBook
Book Rating : 987/5 ( reviews)

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Book Synopsis Practical Optimization with MATLAB by : Mircea Ancău

Download or read book Practical Optimization with MATLAB written by Mircea Ancău. This book was released on 2019-10-03. Available in PDF, EPUB and Kindle. Book excerpt: This easy-to-follow guide provides academics and industrial engineers with a state-of-the-art numerical approach to the most frequent technical and economical optimization methods. In an engaging manner, it provides the reader with not only a systematic and comprehensive study, but also with necessary and directly implementable code written in the versatile and readily available platform Matlab. The book offers optimization methods for univariate and multivariate constrained or unconstrained functions, general optimization methods and multicriteria optimization methods; provides intuitively, step-by-step explained sample Matlab code, that can be easily adjusted to meet individual requirements; and uses a clear, concise presentation style, which will be suited to readers even without a programming background, as well as to students preparing for examinations in optimization methods.

Practical Methods for Optimal Control and Estimation Using Nonlinear Programming

2010-01-01 Mathematics
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Release : 2010-01-01
Genre : Mathematics
Kind : eBook
Book Rating : 888/5 ( reviews)

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Book Synopsis Practical Methods for Optimal Control and Estimation Using Nonlinear Programming by : John T. Betts

Download or read book Practical Methods for Optimal Control and Estimation Using Nonlinear Programming written by John T. Betts. This book was released on 2010-01-01. Available in PDF, EPUB and Kindle. Book excerpt: A focused presentation of how sparse optimization methods can be used to solve optimal control and estimation problems.

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