Optimal Quadratic Programming and QCQP Algorithms with Applications

Zdeněk Dostál ()
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Zdeněk Dostál: VŠB - Technical University Ostrava

in Springer Optimization and Its Applications from Springer, currently edited by Pardalos, Panos, Thai, My T. and Du, Ding-Zhu

Date: 2025
Edition: Second Edition 2025
ISBN: 978-3-031-95167-1
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Chapters in this book:

Ch 1 Linear Algebra

Zdeněk Dostál

Ch 10 MPRGP for Bound Constraints

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Ch 2 Optimization

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Ch 3 Gradient Methods

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Ch 4 Conjugate Gradients as Direct Method

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Ch 5 Gradient Projection

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Ch 6 From Penalty to Exact Augmented Lagrangians

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Ch 7 Active Sets with Finite Termination

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Ch 8 Conjugate Gradients as Iterative Method

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Ch 9 SMALE for Equality Constraints

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Ch Chapter 11 MPGP and PBBF for Separable QCQP

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Ch Chapter 12 Solvers for Separable and Equality QP/QCQP Problems

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Ch Chapter 13 Elliptic Variational Inequalities

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Ch Chapter 14 Contact Problem with Friction

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Ch Chapter 15 Model Predictive Control

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Ch Chapter 16 Support Vector Machines

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Ch Chapter 17 PERMON and ESPRESO Software

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DOI: 10.1007/978-3-031-95167-1

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