SB W ■
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,Introduction to
Nonlinear
Optimization
, MOS-SIAM Series on Optimization
This series is published jointly by the Mathematical Optimization Society and the Society for Industrial and Applied
Mathematics. It includes research monographs, books on applications, textbooks at all levels, and tutorials.
Besides being of high scientific quality, books in the series must advance the understanding and practice of
optimization. They must also be written clearly and at an appropriate level for the intended audience.
Editor-In-Chief
Jesus De Loera
University of California, Davis
Editorial Board
Gennadiy Averkov, Otto von Guericke University Magdeburg Simge KuQukyavuz, Northwestern University
Amitahn Basu, Johns Hopkins University Andrea Lodi, Polytechnique de Montreal
Maryam Fazel, University of Washington Rekha Thomas, University of Washington
Serge Gratton, INP-ENSEEIHT Stephen J. Wright, University of Wisconsin
Fatima KilinQ-Karzan, Carnegie Mellon University
Series Volumes
Beck, Amir, Introduction to Nonlinear Optimization: Locatelli, Marco and Schoen, Fabio, Global Optimization:
Theory, Algorithms, and Applications with Python and Theory, Algorithms, and Applications
MATLAB, Second Edition De Loera, Jesus A., Hemmecke, Raymond, and Koppe,
Nie, Jiawang, Moment and Polynomial Optimization Matthias, Algebraic and Geometric Ideas in the
Theory of Discrete Optimization
Cartis, Coralia, Gould, Nicholas I. M., and Toint, Philippe
L., Evaluation Complexity of Algorithms for Nonconvex Blekherman, Grigoriy, Parrilo, Pablo A., and Thomas,
Optimization: Theory, Computation, and Perspectives Rekha R., editors, Semidefinite Optimization and
Convex Algebraic Geometry
Cui, Ying and Pang, Jong-Shi, Modern Nonconvex
Nondifferentiable Optimization Delfour, M. C., Introduction to Optimization and
Semidifferential Calculus
Shapiro, Alexander, Dentcheva, Darinka, and
Ruszczyhski, Andrzej, Lectures on Stochastic Ulbrich, Michael, Semismooth Newton Methods for
Programming: Modeling and Theory, Third Edition Variational Inequalities and Constrained Optimization
Delfour, Michel C., Introduction to Optimization and Problems in Function Spaces
Hadamard Semidifferential Calculus, Second Edition Biegler, Lorenz T., Nonlinear Programming: Concepts,
Campi, Marco C. and Garatti, Simone, Introduction to the Algorithms, and Applications to Chemical Processes
Scenario Approach Shapiro, Alexander, Dentcheva, Darinka, and
Beck, Amir, First-Order Methods in Optimization Ruszczyhski, Andrzej, Lectures on Stochastic
Terlaky, Tamas, Anjos, Miguel F., and Ahmed, Shabbir, Programming: Modeling and Theory
editors, Advances and Trends in Optimization with Conn, Andrew R., Scheinberg, Katya, and Vicente, Luis
Engineering Applications N., Introduction to Derivative-Free Optimization
Todd, Michael J., Minimum-Volume Ellipsoids: Theory Ferris, Michael C., Mangasarian, Olvi L., and Wright,
and Algorithms Stephen J., Linear Programming with MATLAB
Bienstock, Daniel, Electrical Transmission System Attouch, Hedy, Buttazzo, Giuseppe, and Michaille, Gerard,
Cascades and Vulnerability: An Operations Research Variational Analysis in Sobolev and BV Spaces:
Viewpoint Applications to PDEs and Optimization
Koch, Thorsten, Hiller, Benjamin, Pfetsch, Marc E., Wallace, Stein W. and Ziemba, William T., editors,
and Schewe, Lars, editors, Evaluating Gas Network Applications of Stochastic Programming
Capacities Grotschel, Martin, editor, The Sharpest Cut: The Impact
Corberan, Angel and Laporte, Gilbert, Arc Routing: of Manfred Padberg and His Work
Problems, Methods, and Applications Renegar, James, A Mathematical View of Interior-Point
Toth, Paolo and Vigo, Daniele, Vehicle Routing: Problems, Methods in Convex Optimization
Methods, and Applications, Second Edition Ben-Tai, Aharon and Nemirovski, Arkadi, Lectures on
Beck, Amir, Introduction to Nonlinear Optimization: Modern Convex Optimization: Analysis, Algorithms,
Theory, Algorithms, and Applications with MATLAB and Engineering Applications
Attouch, Hedy, Buttazzo, Giuseppe, and Michaille, Gerard, Conn, Andrew R., Gould, Nicholas I. M., and Toint,
Variational Analysis in Sobolev and BV Spaces: Phillippe L., Trust-Region Methods
Applications to PDEs and Optimization, Second Edition
Shapiro, Alexander, Dentcheva, Darinka, and
Ruszczyhski, Andrzej, Lectures on Stochastic
Programming: Modeling and Theory, Second Edition
, Introduction to
Nonlinear
Optimization
Theory, Algorithms, and
Applications with
Python and MATLAB
Second Edition
Mathematical
slam.. Optimization Society
Society for Industrial and Applied Mathematics Mathematical Optimization Society
Philadelphia Philadelphia
■■■ •
- ............ ........ ...................
,Introduction to
Nonlinear
Optimization
, MOS-SIAM Series on Optimization
This series is published jointly by the Mathematical Optimization Society and the Society for Industrial and Applied
Mathematics. It includes research monographs, books on applications, textbooks at all levels, and tutorials.
Besides being of high scientific quality, books in the series must advance the understanding and practice of
optimization. They must also be written clearly and at an appropriate level for the intended audience.
Editor-In-Chief
Jesus De Loera
University of California, Davis
Editorial Board
Gennadiy Averkov, Otto von Guericke University Magdeburg Simge KuQukyavuz, Northwestern University
Amitahn Basu, Johns Hopkins University Andrea Lodi, Polytechnique de Montreal
Maryam Fazel, University of Washington Rekha Thomas, University of Washington
Serge Gratton, INP-ENSEEIHT Stephen J. Wright, University of Wisconsin
Fatima KilinQ-Karzan, Carnegie Mellon University
Series Volumes
Beck, Amir, Introduction to Nonlinear Optimization: Locatelli, Marco and Schoen, Fabio, Global Optimization:
Theory, Algorithms, and Applications with Python and Theory, Algorithms, and Applications
MATLAB, Second Edition De Loera, Jesus A., Hemmecke, Raymond, and Koppe,
Nie, Jiawang, Moment and Polynomial Optimization Matthias, Algebraic and Geometric Ideas in the
Theory of Discrete Optimization
Cartis, Coralia, Gould, Nicholas I. M., and Toint, Philippe
L., Evaluation Complexity of Algorithms for Nonconvex Blekherman, Grigoriy, Parrilo, Pablo A., and Thomas,
Optimization: Theory, Computation, and Perspectives Rekha R., editors, Semidefinite Optimization and
Convex Algebraic Geometry
Cui, Ying and Pang, Jong-Shi, Modern Nonconvex
Nondifferentiable Optimization Delfour, M. C., Introduction to Optimization and
Semidifferential Calculus
Shapiro, Alexander, Dentcheva, Darinka, and
Ruszczyhski, Andrzej, Lectures on Stochastic Ulbrich, Michael, Semismooth Newton Methods for
Programming: Modeling and Theory, Third Edition Variational Inequalities and Constrained Optimization
Delfour, Michel C., Introduction to Optimization and Problems in Function Spaces
Hadamard Semidifferential Calculus, Second Edition Biegler, Lorenz T., Nonlinear Programming: Concepts,
Campi, Marco C. and Garatti, Simone, Introduction to the Algorithms, and Applications to Chemical Processes
Scenario Approach Shapiro, Alexander, Dentcheva, Darinka, and
Beck, Amir, First-Order Methods in Optimization Ruszczyhski, Andrzej, Lectures on Stochastic
Terlaky, Tamas, Anjos, Miguel F., and Ahmed, Shabbir, Programming: Modeling and Theory
editors, Advances and Trends in Optimization with Conn, Andrew R., Scheinberg, Katya, and Vicente, Luis
Engineering Applications N., Introduction to Derivative-Free Optimization
Todd, Michael J., Minimum-Volume Ellipsoids: Theory Ferris, Michael C., Mangasarian, Olvi L., and Wright,
and Algorithms Stephen J., Linear Programming with MATLAB
Bienstock, Daniel, Electrical Transmission System Attouch, Hedy, Buttazzo, Giuseppe, and Michaille, Gerard,
Cascades and Vulnerability: An Operations Research Variational Analysis in Sobolev and BV Spaces:
Viewpoint Applications to PDEs and Optimization
Koch, Thorsten, Hiller, Benjamin, Pfetsch, Marc E., Wallace, Stein W. and Ziemba, William T., editors,
and Schewe, Lars, editors, Evaluating Gas Network Applications of Stochastic Programming
Capacities Grotschel, Martin, editor, The Sharpest Cut: The Impact
Corberan, Angel and Laporte, Gilbert, Arc Routing: of Manfred Padberg and His Work
Problems, Methods, and Applications Renegar, James, A Mathematical View of Interior-Point
Toth, Paolo and Vigo, Daniele, Vehicle Routing: Problems, Methods in Convex Optimization
Methods, and Applications, Second Edition Ben-Tai, Aharon and Nemirovski, Arkadi, Lectures on
Beck, Amir, Introduction to Nonlinear Optimization: Modern Convex Optimization: Analysis, Algorithms,
Theory, Algorithms, and Applications with MATLAB and Engineering Applications
Attouch, Hedy, Buttazzo, Giuseppe, and Michaille, Gerard, Conn, Andrew R., Gould, Nicholas I. M., and Toint,
Variational Analysis in Sobolev and BV Spaces: Phillippe L., Trust-Region Methods
Applications to PDEs and Optimization, Second Edition
Shapiro, Alexander, Dentcheva, Darinka, and
Ruszczyhski, Andrzej, Lectures on Stochastic
Programming: Modeling and Theory, Second Edition
, Introduction to
Nonlinear
Optimization
Theory, Algorithms, and
Applications with
Python and MATLAB
Second Edition
Mathematical
slam.. Optimization Society
Society for Industrial and Applied Mathematics Mathematical Optimization Society
Philadelphia Philadelphia
