Optimization : theory and practice

Optimization is an important field in its own right but also plays a central role in numerous applied sciences, including operations research, management science, economics, finance, and engineering. Optimization Theory and Practice offers a modern and well-balanced presentation of various optimizat...

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Những tác giả chính: Forst, Wilhelm, 19..-, Hoffmann, Dieter, 19..-...., mathématicien (Tác giả)
Định dạng: Livre numérique
Ngôn ngữ:Anglais
Được phát hành: New York, NY : Springer New York [20..].
Cham : Springer Nature
Phiên bản:1st ed. 2010.
Loạt:Springer Undergraduate Texts in Mathematics and Technology
Truy cập trực tuyến:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Chú thích: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Optimization, theory and practice, Wilhelm Forst, Dieter Hoffmann, New York, Springer, 2010, 1 vol. (XVIII-402 p.), Springer undergraduate texts in mathematics and technology, 978-0-387-78976-7
• Optimization, theory and practice, Wilhelm Forst, Dieter Hoffmann, New York, Springer, 2010, 1 vol. (XVIII-402 p.), Springer undergraduate texts in mathematics and technology, 978-0-387-78976-7
• Function spaces and potential theory, David R. Adams, Lars Inge Hedberg, 1996, Berlin, Springer, 1 vol. (XI-366 p.), Grundlehren der mathematischen Wissenschaften, 978-3-540-5706-08
• Optimization-Theory and Practice, Texte imprimé, 9781493939336
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505 1 |a 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 logůet, 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 
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520 |a Optimization is an important field in its own right but also plays a central role in numerous applied sciences, including operations research, management science, economics, finance, and engineering. Optimization Theory and Practice offers a modern and well-balanced presentation of various optimization techniques and their applications. The book's clear structure, sound theoretical basics complemented by insightful illustrations and instructive examples, makes it an ideal introductory textbook and provides the reader with a comprehensive foundation in one of the most fascinating and useful branches of mathematics. Notable features include: Detailed explanations of theoretic results accompanied by supporting algorithms and exercises, often supplemented by helpful hints or MATLAB®/MAPLE® code fragments; an overview of the MATLAB® Optimization Toolbox and demonstrations of its uses with selected examples; accessibility to readers with a knowledge of multi-dimensional calculus, linear algebra, and basic numerical methods. Written at an introductory level, this book is intended for advanced undergraduates and graduate students, but may also be used as a reference by academics and professionals in mathematics and the applied sciences 
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