practical methods of optimization v 1 2

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Practical Methods Of Optimization

Author : R. Fletcher
ISBN : 9781118723180
Genre : Mathematics
File Size : 84. 82 MB
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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 Methods Of Optimization Constrained Optimization

Author : Roger Fletcher
ISBN : 0471278289
Genre : Mathematics
File Size : 21. 27 MB
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Numerical Optimization

Author : Jorge Nocedal
ISBN : 9780387400655
Genre : Mathematics
File Size : 20. 85 MB
Format : PDF, ePub
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Optimization is an important tool used in decision science and for the analysis of physical systems used in engineering. One can trace its roots to the Calculus of Variations and the work of Euler and Lagrange. This natural and reasonable approach to mathematical programming covers numerical methods for finite-dimensional optimization problems. It begins with very simple ideas progressing through more complicated concepts, concentrating on methods for both unconstrained and constrained optimization.

Practical Methods Of Optimization Unconstrained Optimization

Author : Roger Fletcher
ISBN : MSU:31293002061582
Genre : Mathematical optimization
File Size : 35. 23 MB
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Practical Augmented Lagrangian Methods For Constrained Optimization

Author : Ernesto G. Birgin
ISBN : 9781611973365
Genre : Mathematics
File Size : 46. 5 MB
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This book focuses on Augmented Lagrangian techniques for solving practical constrained optimization problems. The authors: rigorously delineate mathematical convergence theory based on sequential optimality conditions and novel constraint qualifications; orient the book to practitioners by giving priority to results that provide insight on the practical behavior of algorithms and by providing geometrical and algorithmic interpretations of every mathematical result; and fully describe a freely available computational package for constrained optimization and illustrate its usefulness with applications.

Practical Mathematical Optimization

Author : Jan A Snyman
ISBN : 9783319775869
Genre : Mathematics
File Size : 57. 71 MB
Format : PDF, ePub
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This book presents basic optimization principles and gradient-based algorithms to a general audience, in a brief and easy-to-read form. It enables professionals to apply optimization theory to engineering, physics, chemistry, or business economics.

Practical Mathematical Optimization

Author : Jan Snyman
ISBN : 9780387243498
Genre : Mathematics
File Size : 22. 88 MB
Format : PDF, ePub, Mobi
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This book presents basic optimization principles and gradient-based algorithms to a general audience, in a brief and easy-to-read form. It enables professionals to apply optimization theory to engineering, physics, chemistry, or business economics.

Feasibility And Infeasibility In Optimization

Author : John W. Chinneck
ISBN : 9780387749327
Genre : Mathematics
File Size : 32. 20 MB
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Written by a world leader in the field and aimed at researchers in applied and engineering sciences, this brilliant text has as its main goal imparting an understanding of the methods so that practitioners can make immediate use of existing algorithms and software, and so that researchers can extend the state of the art and find new applications. It includes algorithms on seeking feasibility and analyzing infeasibility, as well as describing new and surprising applications.

Iterative Methods For Optimization

Author : C. T. Kelley
ISBN : 161197092X
Genre : Iterative methods (Mathematics)
File Size : 78. 70 MB
Format : PDF
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This book presents a carefully selected group of methods for unconstrained and bound constrained optimization problems and analyzes them in depth both theoretically and algorithmically. It focuses on clarity in algorithmic description and analysis rather than generality, and while it provides pointers to the literature for the most general theoretical results and robust software, the author thinks it is more important that readers have a complete understanding of special cases that convey essential ideas. A companion to Kelley's book, Iterative Methods for Linear and Nonlinear Equations (SIAM, 1995), this book contains many exercises and examples and can be used as a text, a tutorial for self-study, or a reference. Iterative Methods for Optimization does more than cover traditional gradient-based optimization: it is the first book to treat sampling methods, including the Hooke-Jeeves, implicit filtering, MDS, and Nelder-Mead schemes in a unified way, and also the first book to make connections between sampling methods and the traditional gradient-methods. Each of the main algorithms in the text is described in pseudocode, and a collection of MATLAB codes is available. Thus, readers can experiment with the algorithms in an easy way as well as implement them in other languages.

Practical Optimization

Author : Andreas Antoniou
ISBN : 9780387711065
Genre : Computers
File Size : 68. 84 MB
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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.

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