Practical Optimization

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Practical Optimization

Philip E. Gill,Walter Murray,Margaret H. Wright
Practical Optimization Book PDF

Author : Philip E. Gill,Walter Murray,Margaret H. Wright
Publisher : SIAM
Page : 421 pages
File Size : 40,7 Mb
Release : 2019-12-16
Category : Mathematics
ISBN : 9781611975604

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Practical Optimization by Philip E. Gill,Walter Murray,Margaret H. Wright Pdf

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

Andreas Antoniou,Wu-Sheng Lu
Practical Optimization Book PDF

Author : Andreas Antoniou,Wu-Sheng Lu
Publisher : Springer Science & Business Media
Page : 675 pages
File Size : 43,9 Mb
Release : 2007-03-12
Category : Computers
ISBN : 9780387711065

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Practical Optimization by Andreas Antoniou,Wu-Sheng Lu Pdf

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.

Practical Optimization with MATLAB

Mircea Ancău
Practical Optimization with MATLAB Book PDF

Author : Mircea Ancău
Publisher : Cambridge Scholars Publishing
Page : 291 pages
File Size : 47,9 Mb
Release : 2019-10-03
Category : Mathematics
ISBN : 9781527540989

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Practical Optimization with MATLAB by Mircea Ancău Pdf

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 Optimization Methods

M. Asghar Bhatti
Practical Optimization Methods Book PDF

Author : M. Asghar Bhatti
Publisher : Springer Science & Business Media
Page : 721 pages
File Size : 46,6 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781461205012

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Practical Optimization Methods by M. Asghar Bhatti Pdf

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.

The Basics of Practical Optimization

Adam B. Levy
The Basics of Practical Optimization Book PDF

Author : Adam B. Levy
Publisher : SIAM
Page : 158 pages
File Size : 43,9 Mb
Release : 2009-01-01
Category : Mathematics
ISBN : 9780898717679

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The Basics of Practical Optimization by Adam B. Levy Pdf

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.

Practical Methods of Optimization

R. Fletcher
Practical Methods of Optimization Book PDF

Author : R. Fletcher
Publisher : John Wiley & Sons
Page : 470 pages
File Size : 45,7 Mb
Release : 2013-06-06
Category : Mathematics
ISBN : 9781118723180

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Practical Methods of Optimization by R. Fletcher Pdf

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

Andreas Antoniou,Wu-Sheng Lu
Practical Optimization Book PDF

Author : Andreas Antoniou,Wu-Sheng Lu
Publisher : Springer Nature
Page : 737 pages
File Size : 43,6 Mb
Release : 2021-10-19
Category : Computers
ISBN : 9781071608432

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Practical Optimization by Andreas Antoniou,Wu-Sheng Lu Pdf

This textbook provides a hands-on treatment of the subject of optimization. A comprehensive set of problems and exercises makes it suitable for use in one or two semesters of an advanced undergraduate course or a first-year graduate 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 as a reference work for practitioners in the field. In this second edition the authors have added sections on recent innovations, techniques, and methodologies.

Practical Optimization Methods

M. Asghar Bhatti
Practical Optimization Methods Book PDF

Author : M. Asghar Bhatti
Publisher : Springer Science & Business Media
Page : 736 pages
File Size : 42,9 Mb
Release : 2000-06-22
Category : Business & Economics
ISBN : 0387986316

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Practical Optimization Methods by M. Asghar Bhatti Pdf

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 Augmented Lagrangian Methods for Constrained Optimization

Ernesto G. Birgin,JosŸ Mario Martinez
Practical Augmented Lagrangian Methods for Constrained Optimization Book PDF

Author : Ernesto G. Birgin,JosŸ Mario Martinez
Publisher : SIAM
Page : 222 pages
File Size : 44,6 Mb
Release : 2014-04-30
Category : Mathematics
ISBN : 9781611973358

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Practical Augmented Lagrangian Methods for Constrained Optimization by Ernesto G. Birgin,JosŸ Mario Martinez Pdf

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. They also 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 they fully describe a freely available computational package for constrained optimization and illustrate its usefulness with applications.

Practical Mathematical Optimization

Jan A Snyman,Daniel N Wilke
Practical Mathematical Optimization Book PDF

Author : Jan A Snyman,Daniel N Wilke
Publisher : Springer
Page : 372 pages
File Size : 43,8 Mb
Release : 2018-05-02
Category : Mathematics
ISBN : 9783319775869

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Practical Mathematical Optimization by Jan A Snyman,Daniel N Wilke Pdf

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

Jan Snyman
Practical Mathematical Optimization Book PDF

Author : Jan Snyman
Publisher : Springer Science & Business Media
Page : 271 pages
File Size : 46,6 Mb
Release : 2005-12-15
Category : Mathematics
ISBN : 9780387243498

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Practical Mathematical Optimization by Jan Snyman Pdf

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.

Linear Optimization for Business

Marcos Singer
Linear Optimization for Business Book PDF

Author : Marcos Singer
Publisher : Routledge
Page : 400 pages
File Size : 49,7 Mb
Release : 2019-03-28
Category : Business & Economics
ISBN : 9781351032124

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Linear Optimization for Business by Marcos Singer Pdf

This book takes a unique approach to linear optimization by focusing on the underlying principles and business applications of a topic more often taught from a mathematical and computational perspective. By shifting the perspective away from heavy math, students learn how optimization can be used to drive decision making in real world business settings. The book does not shy away from the theory underlying linear optimization but rather focuses on ensuring students understand the logic without getting caught up in proving theorems. Plenty of examples, applications and case studies are included to help bridge the gap between the theory and the way it plays out in practice. The author has also included several Excel spreadsheets, showing worked-out models of linear optimization that have been used to drive decisions ranging from configuring a police force to purchasing crude oil and media planning. How can the routes and pricing structures of airlines be optimized? How much should be invested in the prevention and punishment of crimes? These are everyday problems that can be solved using linear optimization, and this book shows students just how to do that. It will prove a useful, math-free resource for all students of management science and operations research.

Numerical Optimization

Joseph-Frédéric Bonnans,Jean Charles Gilbert,Claude Lemarechal,Claudia A. Sagastizábal
Numerical Optimization Book PDF

Author : Joseph-Frédéric Bonnans,Jean Charles Gilbert,Claude Lemarechal,Claudia A. Sagastizábal
Publisher : Springer Science & Business Media
Page : 421 pages
File Size : 51,7 Mb
Release : 2013-03-14
Category : Mathematics
ISBN : 9783662050781

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Numerical Optimization by Joseph-Frédéric Bonnans,Jean Charles Gilbert,Claude Lemarechal,Claudia A. Sagastizábal Pdf

This book starts with illustrations of the ubiquitous character of optimization, and describes numerical algorithms in a tutorial way. It covers fundamental algorithms as well as more specialized and advanced topics for unconstrained and constrained problems. This new edition contains computational exercises in the form of case studies which help understanding optimization methods beyond their theoretical description when coming to actual implementation.

Optimization Modelling

Ruhul Amin Sarker,Charles S. Newton
Optimization Modelling Book PDF

Author : Ruhul Amin Sarker,Charles S. Newton
Publisher : CRC Press
Page : 504 pages
File Size : 42,7 Mb
Release : 2007-10-15
Category : Business & Economics
ISBN : 9781420043112

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Optimization Modelling by Ruhul Amin Sarker,Charles S. Newton Pdf

Although a useful and important tool, the potential of mathematical modelling for decision making is often neglected. Considered an art by many and weird science by some, modelling is not as widely appreciated in problem solving and decision making as perhaps it should be. And although many operations research, management science, and optimization

Differential Evolution

Kenneth Price,Rainer M. Storn,Jouni A. Lampinen
Differential Evolution Book PDF

Author : Kenneth Price,Rainer M. Storn,Jouni A. Lampinen
Publisher : Springer Science & Business Media
Page : 544 pages
File Size : 42,6 Mb
Release : 2006-03-04
Category : Mathematics
ISBN : 9783540313069

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Differential Evolution by Kenneth Price,Rainer M. Storn,Jouni A. Lampinen Pdf

Problems demanding globally optimal solutions are ubiquitous, yet many are intractable when they involve constrained functions having many local optima and interacting, mixed-type variables. The differential evolution (DE) algorithm is a practical approach to global numerical optimization which is easy to understand, simple to implement, reliable, and fast. Packed with illustrations, computer code, new insights, and practical advice, this volume explores DE in both principle and practice. It is a valuable resource for professionals needing a proven optimizer and for students wanting an evolutionary perspective on global numerical optimization.