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Modern Numerical Nonlinear Optimization

Neculai Andrei ()
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Neculai Andrei: Center for Advanced Modeling and Optimization

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

Date: 2022
ISBN: 978-3-031-08720-2
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Citations: View citations in EconPapers (2)

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Chapters in this book:

Ch 1 Introduction
Neculai Andrei
Ch 2 Fundamentals on Unconstrained Optimization. Stepsize Computation
Neculai Andrei
Ch 3 Steepest Descent Methods
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Ch 4 The Newton Method
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Ch 5 Conjugate Gradient Methods
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Ch 6 Quasi-Newton Methods
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Ch 7 Inexact Newton Methods
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Ch 8 The Trust-Region Method
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Ch 9 Direct Methods for Unconstrained Optimization
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Ch 10 Constrained Nonlinear Optimization Methods: An Overview
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Ch 11 Optimality Conditions for Nonlinear Optimization
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Ch 12 Simple Bound Constrained Optimization
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Ch 13 Quadratic Programming
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Ch 14 Penalty and Augmented Lagrangian Methods
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Ch 15 Sequential Quadratic Programming
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Ch 16 Primal Methods: The Generalized Reduced Gradient with Sequential Linearization
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Ch 17 Interior-Point Methods
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Ch 18 Filter Methods
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Ch 19 Interior-Point Filter Line-Search
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Ch 20 Direct Methods for Constrained Optimization
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DOI: 10.1007/978-3-031-08720-2

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