Continuous Nonlinear Optimization for Engineering Applications in GAMS Technology

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

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

Date: 2017
ISBN: 978-3-319-58356-3
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Chapters in this book:

Ch Chapter 1 Introduction

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Ch Chapter 10 Quadratic Programming

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Ch Chapter 11 Sequential Quadratic Programming (SQP)

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Ch Chapter 12 A SQP Method Using Only Equality-Constrained Sub-problems: DONLP

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Ch Chapter 13 A SQP Algorithm with Successive Error Restoration: NLPQLP

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Ch Chapter 14 Active-set Sequential Linear-Quadratic Programming: KNITRO/ACTIVE

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Ch Chapter 15 A SQP Algorithm for Large-Scale Constrained Optimization: SNOPT

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Ch Chapter 16 Generalized Reduced Gradient with Sequential Linearization: CONOPT

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Ch Chapter 17 Interior Point Methods

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Ch Chapter 18 Filter Methods

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Ch Chapter 19 Interior Point Sequential Linear-Quadratic Programming: KNITRO/INTERIOR

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Ch Chapter 2 Mathematical Modeling Using Algebraic Oriented Languages for Nonlinear Optimization

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Ch Chapter 20 Interior Point Filter Line Search: IPOPT

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Ch Chapter 21 Numerical Studies: Comparisons

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Ch Chapter 3 Introduction to GAMS Technology

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Ch Chapter 4 Applications of Continuous Nonlinear Optimization

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Ch Chapter 5 Optimality Conditions for Continuous Nonlinear Optimization

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Ch Chapter 6 Simple Bound Constraints Optimization

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Ch Chapter 7 Penalty and Augmented Lagrangian Methods

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Ch Chapter 8 A Penalty-Barrier Algorithm: SPENBAR

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Ch Chapter 9 Linearly Constrained Augmented Lagrangian: MINOS

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DOI: 10.1007/978-3-319-58356-3

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