Linear and Nonlinear Optimization, second edition, by I. Griva, S. G. Nash och A. Sofer, SIAM, (The book can be ordered from several places. Please note. Second Edition Igor Griva, Stephen G. Nash, Ariela Sofer. Acknowledgments We owe a great deal of thanks to the people who have assisted us in preparing this. This book introduces the applications, theory, and algorithms of linear and nonlinear optimization, with an emphasis on the practical aspects of the material.
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Griva I., Nash S.G., Sofer A. Linear and Nonlinear Optimization [PDF] – Все для студента
NashAriela Sofer inbundenEngelska, Sparad i dina bevakningar. Introduces the applications, theory, and algorithms nsah linear and nonlinear optimization, with an emphasis on the practical aspects of the material. Its unique modular structure provides flexibility to accommodate the varying needs of instructors, students, and practitioners with different levels of sophistication in these topics.
The succinct style of this second edition is punctuated with numerous real-life examples and exercises, and the authors include accessible explanations of topics that are not often mentioned in textbooks, such as duality in nonlinear optimization, primal-dual methods for nonlinear optimization, filter methods, and applications such as support-vector machines.
Part I provides fundamentals that can be taught in whole or in part at the beginning of a course on either topic and then referred to as needed. In the preface the authors suggest grjva outlines that can be adjusted to the requirements of a particular course on both linear and nonlinear optimization, or to separate courses on these topics.
Griva I., Nash S.G., Sofer A. Linear and Nonlinear Optimization
Three appendices provide information on linear algebra, other fundamentals, and software packages for optimization problems. A supplemental website offers auxiliary data sets that are necessary for some of the exercises.
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Linear and Nonlinear Optimization, Second Edition – SIAM Bookstore
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