Produktbild: Optimization—Theory and Practice

Optimization—Theory and Practice

49,99 €

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

23.08.2016

Verlag

Springer Us

Seitenzahl

402

Maße (L/B/H)

25,4/17,8/2,3 cm

Gewicht

1087 g

Auflage

Softcover reprint of the original 1st ed. 2010

Sprache

Englisch

ISBN

978-1-4939-3933-6

Beschreibung

Rezension

From the book reviews:

“The book is a marvelous introduction to a wonderful part of mathematics. It is appealing, easy to understand and at the same time serious mathematics is covered. … It is certainly a good choice for required text in an introductory course on optimization.” (Péter Hajnal, Acta Scientiarum Mathematicarum (Szeged), Vol. 78 (1-2), 2012)

“Few mathematics books manage to serve simultaneously the needs of many different types of readers, but this book by Frost (Ulm Univ., Germany) and Hoffmann (Univ. of Konstanz, Germany) offers satisfaction to everyone interested in optimization … . book is fresh in conception and lucid in style and will appeal to anyone … . invites the readers to think for themselves. … Summing Up: Highly recommended. All levels/libraries.” (D. V. Feldman, Choice, Vol. 48 (9), May, 2011)

“Strong aspect of this book is the discussion of interior point methods for linear and semidefinite programming. … The book contains many illustrations, some of which are particularly helpful in visualizing the mathematical theory. … The required level of mathematical maturity makes it more suitable for a first graduate course in optimization. This book may be of interest to instructors who are looking for a textbook that emphasizes the mathematical theory of optimization, optimality conditions, and interior point methods for linear and semidefinite programming.” (Brain Borchers, The Mathematical Association of America, October, 2010)

"The book is an excellent introduction to the world of continuous optimization. The authors are successful in balancing the theoretical background and the usable algorithms and optimization methods...The authors deserve an appreciation of the connection between theory and usage of mathematical tools as Matlab and Maple... [It] can be stated that this book constitutes a valuable guide for researchers and advanced students to the fieldof optimization." (J. Janáček, Zentralblatt)

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

23.08.2016

Verlag

Springer Us

Seitenzahl

402

Maße (L/B/H)

25,4/17,8/2,3 cm

Gewicht

1087 g

Auflage

Softcover reprint of the original 1st ed. 2010

Sprache

Englisch

ISBN

978-1-4939-3933-6

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: GPSR Kontakt

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  • Produktbild: Optimization—Theory and Practice
  • 1. Introduction: Examples of Optimization Problems, Historical
    Overview.- 2. Optimality Conditions: Convex Sets, Inequalities, Local
    First- and Second-Order Optimality Conditions, Duality.- 3. Unconstrained Optimization Problems: Elementary Search and Localization Methods, Descent Methods with Line Search, Trust Region Methods, Conjugate Gradient Methods, Quasi-Newton Methods.- 4. Linearly Constrained Optimization Problems: Linear and Quadratic Optimization, Projection Methods.- 5. Nonlinearly Constrained Optimization Methods: Penalty Methods, SQP Methods.- 6. Interior-Point Methods for Linear Optimization: The Central Path, Newton's Method for the Primal-Dual System, Path-Following Algorithms, Predictor-Corrector Methods.- 7. Semidefinite Optimization:
    Selected Special Cases, The S-Procedure, The Function log°det, Path-Following Methods, How to Solve SDO Problems?, Icing on the
    Cake: Pattern Separation via Ellipsoids.- 8. Global Optimization:
    Branch and Bound Methods, Cutting Plane Methods.- Appendices:
    A Second Look at the Constraint Qualifications, The Fritz John Condition, Optimization Software Tools for Teaching and Learning.-
    Bibliography.- Index of Symbols.- Subject Index.