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Andrei, Neculai

Continuous Nonlinear Optimization for Engineering Applications in GAMS Technology

Andrei, Neculai - Continuous Nonlinear Optimization for Engineering Applications in GAMS Technology, ebook

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ISBN: 9783319583563
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Table of contents

1. Introduction
Neculai Andrei

2. Mathematical Modeling Using Algebraic Oriented Languages for Nonlinear Optimization
Neculai Andrei

3. Introduction to GAMS Technology
Neculai Andrei

4. Applications of Continuous Nonlinear Optimization
Neculai Andrei

5. Optimality Conditions for Continuous Nonlinear Optimization
Neculai Andrei

6. Simple Bound Constraints Optimization
Neculai Andrei

7. Penalty and Augmented Lagrangian Methods
Neculai Andrei

8. A Penalty-Barrier Algorithm: SPENBAR
Neculai Andrei

9. Linearly Constrained Augmented Lagrangian: MINOS
Neculai Andrei

10. Quadratic Programming
Neculai Andrei

11. Sequential Quadratic Programming (SQP)
Neculai Andrei

12. A SQP Method Using Only Equality-Constrained Sub-problems: DONLP
Neculai Andrei

13. A SQP Algorithm with Successive Error Restoration: NLPQLP
Neculai Andrei

14. Active-set Sequential Linear-Quadratic Programming: KNITRO/ACTIVE
Neculai Andrei

15. A SQP Algorithm for Large-Scale Constrained Optimization: SNOPT
Neculai Andrei

16. Generalized Reduced Gradient with Sequential Linearization: CONOPT
Neculai Andrei

17. Interior Point Methods
Neculai Andrei

18. Filter Methods
Neculai Andrei

19. Interior Point Sequential Linear-Quadratic Programming: KNITRO/INTERIOR
Neculai Andrei

20. Interior Point Filter Line Search: IPOPT
Neculai Andrei

21. Numerical Studies: Comparisons
Neculai Andrei

Keywords: Mathematics, Optimization, Mathematical Modeling and Industrial Mathematics, Algorithms

Author(s)
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Series
Springer Optimization and Its Applications
Page amount
24 pages
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9783319583563
Printed ISBN
978-3-319-58355-6

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