Linear and Nonlinear Optimization

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  • Engels
  • Hardcover
  • 9780898716610
  • 30 december 2008
  • 764 pagina's
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Samenvatting

Introduces the applications, theory, and algorithms of 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. Part II on linear programming and Part III on unconstrained optimization can be used together or separately, and Part IV on nonlinear optimization can be taught without having studied the material in Part II. In the preface the authors suggest course 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. 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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Inhoud

Taal
en
Bindwijze
Hardcover
Oorspronkelijke releasedatum
30 december 2008
Aantal pagina's
764
Illustraties
Met illustraties

Betrokkenen

Hoofdauteur
Igor Griva
Tweede Auteur
Stephen G. Nash
Co Auteur
Ariela Sofer

Overige kenmerken

Editie
2nd Revised edition
Extra groot lettertype
Nee
Product breedte
178 mm
Product hoogte
38 mm
Product lengte
254 mm
Studieboek
Ja
Verpakking breedte
152 mm
Verpakking hoogte
37 mm
Verpakking lengte
229 mm
Verpakkingsgewicht
1490 g

EAN

EAN
9780898716610

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