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Applications — Science and Engineering Submissions - 2014

January 2014

Statistics
Alternating direction method of multipliers for sparse zero-variance discriminant analysis and principal component analysis
Brendan Ames, Mingyi Hong


February 2014

Other
Sparsity Optimization in Design of Multidimensional Filter Networks
Mats Andersson, Oleg Burdakov, Hans Knutsson, Spartak Zikrin


March 2014

Topology Optimization for Magnetic Circuits dedicated to Electric Propulsion
Satafa Sanogo, Frederic Messine, Carole Henaux, Raphael Vilamot

Control Applications
Inverse optimal control with polynomial optimization
Edouard Pauwels, Didier Henrion, Jean-Bernard Lasserre

Data-Mining
Finding the largest low-rank clusters with Ky Fan 2-k-norm and l1-norm
Xuan Vinh Doan, Stephen Vavasis


April 2014

Control Applications
Modal occupation measures and LMI relaxations for nonlinear switched systems control
Mathieu Claeys, Jamal Daafouz, Didier Henrion


May 2014

An S$\ell_1$LP-Active Set Approach for Feasibility Restoration in Power Systems
Taedong Kim, Stephen Wright

Control Applications
AN INEQUALITY-CONSTRAINED SQP METHOD FOR EIGENVALUE OPTIMIZATION
Vyacheslav Kungurtsev, Wim Michiels, Moritz Diehl


June 2014

Biomedical Applications
The unrooted set covering connected subgraph problem differentiating between HIV envelope sequences
Stephen J Maher, John M Murray

Playing with Duality: An Overview of Recent Primal-Dual Approaches for Solving Large-Scale Optimization Problems
Nikos Komodakis, Jean-Christophe Pesquet


July 2014

Control Applications
Linear conic optimization for nonlinear optimal control
Didier Henrion, Edouard Pauwels

Mechanical Engineering
Stochastic Topology Design Optimization for Continuous Elastic Materials.
Miguel Carrasco, Benjamin Ivorra, Angel M. Ramos

Formal property verification in a conformance testing framework
Houssam Abbas, Georgios Fainekos, Hans Mittelmann


August 2014

Statistics
Fast Algorithms for the Minimum Volume Estimator
S D Ahipasaoglu


September 2014

The Worst-case Wind Power Scenario for Adaptive Robust Unit Commitment Problems
German Morales-España

The robust stabilization problem for discrete-time descriptor systems
Claudiu Dinicu

Convergence Analysis of Primal-Dual Based Methods for Total Variation Minimization with Finite Element Approximation
Wenyi Tian, Xiaoming Yuan

The Descriptor Continuous-Time Algebraic Riccati Equation. Numerical Solutions and Some Direct Applications
Claudiu Dinicu


October 2014

Chemical Engineering
Gas Network Optimization: A comparison of Piecewise Linear Models
CARLOS M. CORREA-POSADA, PEDRO SÁNCHEZ-MARTÍN

Optimization of Systems modeled by PDEs
A Flexible Iterative Solver for Nonconvex, Equality-Constrained Quadratic Subproblems
Jason Hicken, Alp Dener

High Detail Stationary Optimization Models for Gas Networks - Part 2: Validation and Results
Martin Schmidt, Marc Steinbach, Bernhard Willert

Control Applications
Semi-definite relaxations for optimal control problems with oscillation and concentration effects
Mathieu Claeys, Didier Henrion, Martin Kruzik

Data-Mining
HIPAD - A Hybrid Interior-Point Alternating Direction algorithm for knowledge-based SVM and feature selection
Zhiwei Qin, Xiaocheng Tang, Ioannis Akrotirianakis, Amit Chakraborty


November 2014

Control Applications
Linear conic optimization for inverse optimal control
Edouard Pauwels, Didier Henrion, Jean-Bernard Lasserre

Solving Power-Constrained Gas Transportation Problems using an MIP-based Alternating Direction Method
Björn Geißler, Antonio Morsi, Lars Schewe, Martin Schmidt

Approximating the Minimum Hub Cover Problem on Planar Graphs
Belma Yelbay, S. Ilker Birbil, Kerem Bulbul, Hasan M. Jamil

Mathematical Programming Models and Their Relaxations for the Minimum Hub Cover Problem
Belma Yelbay, S. Ilker Birbil, Kerem Bulbul


December 2014

Basic Sciences Applications
Constrained trace-optimization of polynomials in freely noncommuting variables
Igor Klep, Janez Povh

Achieving Cost-Effective Power Grid Hardening through Transmission Network Topology Control
Wei Yuan, Bo Zeng


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