Lee, Jon

Mixed Integer Nonlinear Programming

Lee, Jon - Mixed Integer Nonlinear Programming, ebook


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ISBN: 9781461419273
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Table of contents

1. Algorithms and Software for Convex Mixed Integer Nonlinear Programs
Pierre Bonami, Mustafa Kilinç, Jeff Linderoth

2. Subgradient Based Outer Approximation for Mixed Integer Second Order Cone Programming
Sarah Drewes, Stefan Ulbrich

3. Perspective Reformulation and Applications
Oktay Günlük, Jeff Linderoth

4. Generalized Disjunctive Programming: A Framework for Formulation and Alternative Algorithms for MINLP Optimization
Ignacio E. Grossmann, Juan P. Ruiz

5. Disjunctive Cuts for Nonconvex MINLP
Pietro Belotti

6. Sequential Quadratic Programming Methods
Philip E. Gill, Elizabeth Wong

7. Using Interior-Point Methods within an Outer Approximation Framework for Mixed Integer Nonlinear Programming
Hande Y. Benson

8. Using Expression Graphs in Optimization Algorithms
David M. Gay

9. Symmetry in Mathematical Programming
Leo Liberti

10. Using Piecewise Linear Functions for Solving MINLPs

Björn Geißler, Alexander Martin, Antonio Morsi, Lars Schewe

11. An Algorithmic Framework for MINLP with Separable Non-Convexity
Claudia D’Ambrosio, Jon Lee, Andreas Wächter

12. Global Optimization of Mixed-Integer Signomial Programming Problems
Andreas Lundell, Tapio Westerlund

13. The MILP Road to MIQCP
Samuel Burer, Anureet Saxena

14. Linear Programming Relaxations of Quadratically Constrained Quadratic Programs
Andrea Qualizza, Pietro Belotti, François Margot

15. Extending a CIP Framework to Solve MIQCPs

Timo Berthold, Stefan Heinz, Stefan Vigerske

16. Computation with Polynomial Equations and Inequalities Arising in Combinatorial Optimization
Jesus A. Loera, Peter N. Malkin, Pablo A. Parrilo

17. Matrix Relaxations in Combinatorial Optimization
Franz Rendl

18. A Polytope for a Product of Real Linear Functions in 0/1 Variables
Oktay Günlük, Jon Lee, Janny Leung

19. On the Complexity of Nonlinear Mixed-Integer Optimization
Matthias Köppe

20. Theory and Applications of n-Fold Integer Programming
Shmuel Onn

21. MINLP Application for ACH Interiors Restructuring
Erica Klampfl, Yakov Fradkin

22. A Benchmark Library of Mixed-Integer Optimal Control Problems
Sebastian Sager

Keywords: Mathematics, Approximations and Expansions, Algorithms, Continuous Optimization

Publication year
The IMA Volumes in Mathematics and its Applications
Page amount
17 pages
Natural Sciences

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