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Optimization Online





 

Applications — Science and Engineering Submissions - 2009

January 2009

Facility Planning and Design
Optimal structure of gas transmission trunklines
J. Frédéric Bonnans, Jean André

Data-Mining
Hybrid MPI/OpenMP parallel support vector machine training
Kristian Woodsend, Jacek Gondzio

Chemical Engineering
On the Optimal On-Line Management of Photovoltaic-Hydrogen Hybrid Energy Systems
Victor Zavala, Mihai Anitescu, Theodore Krause

Mechanical Engineering
Free Material Optimization with Fundamental Eigenfrequency Constraints.
Michael Stingl, Michal Kocvara, Guenter Leugering

Control Applications
A Fast Moving Horizon Estimation Algorithm Based on Nonlinear Programming Sensitivity
Victor M Zavala, Carl D Laird, Lorenz T Biegler


February 2009

High accuracy semidefinite programming bounds for kissing numbers
Hans D. Mittelmann, Frank Vallentin


March 2009

Data-Mining
Classification with Guaranteed Probability of Error
Marco C. Campi

Statistics
Verifiable conditions of $\ell_1$-recovery of sparse signals with sign restrictions
Anatoli Juditsky, Fatma Kilinc Karzan, Arkadi Nemirovski


April 2009

Data-Mining
An Improved Algorithm for the Solution of the Entire Regulation Path of Support Vector Machine
C.J. Ong, Shiyun Shao, Jianbo Yang

Statistics
Compressed Sensing with Quantized Measurements
Argyrios Zymnis, Stephen Boyd, Emmanuel Candes


May 2009

Data-Mining
The L1-norm best-fit hyperplane problem
J.P. Brooks, J.H. Dula

Basic Sciences Applications
Fast Generation of Potentials for Self-Assembly of Particles
Philip du Toit, Katalin Grubits, Jerrold Marsden, Sorin Costiner


June 2009

Optimization of Systems modeled by PDEs
Control problems with mixed constraints and application to an optimal investment problem
J. Frédéric Bonnans, Dan Tiba

Control Applications
On-Line Nonlinear Programmings as a Generalized Equation
Victor M. Zavala, Mihai Anitescu

Biomedical Applications
Reconstruction of CT Images from Parsimonious Angular Measurements via Compressed Sensing
Necdet Serhat Aybat, Amit Chakraborty


July 2009

Optimization of Systems modeled by PDEs
Band Gap Optimization of Two-Dimensional Photonic Crystals Using Semidefinite Programming and Subspace Methods
Han Men, Ngoc-Cuong Nguyen, Robert M. Freund, Pablo A. Parrilo, Jaume Peraire

"Block-Iterative and String-Averaging Projection Algorithms in Proton Computed Tomography Image Reconstruction"
Scott Penfold, Reinhard Schulte, Yair Censor, Vladimir Bashkirov, Scott McAllister, Keith Schubert, Anatoly Rozenfeld


August 2009

Transmission Expansion Planning with Re-design
Luciano S. Moulin, Michael Poss, Claudia Sagastizábal

Biomedical Applications
Prediction of the binding affinities of peptides to class II MHC using a regularized thermodynamic model
Andrew J. Bordner, Hans D. Mittelmann

Other
Code verification by static analysis: a mathematical programming approach
Jeremy Leconte, Stephane Le Roux, Leo Liberti, Fabrizio Marinelli

Compressed Sensing: How sharp is the RIP?
Jeffrey Blanchard, Coralia Cartis, Jared Tanner

Phase Transitions for Greedy Sparse Approximation Algorithms
Jeffrey Blanchard, Coralia Cartis, Jared Tanner, Andrew Thompson


September 2009

Compressed Sensing via Iterative Support Detection
Yilun Wang, Wotao Yin

Chebyshev approximation of the null function by an affine combination of complex exponential functions
Paul Armand, Joel Benoist, Elsa Bousquet

Biomedical Applications
Molecular distance geometry methods: from continuous to discrete
Leo Liberti, Carlile Lavor, Antonio Mucherino, Nelson Maculan


October 2009

Solving Constrained Total-Variation Image Restoration and Reconstruction Problems via Alternating Direction Methods
Michael Ng, Pierre Weiss, Xiaoming Yuan


November 2009

Statistics
Tightened L0 Relaxation Penalties for Classification
Noam Goldberg, Jonathan Eckstein

Civil and Environmental Engineering
Concrete Structure Design Using Mixed-Integer Nonlinear Programming with Complementarity Constraints
Andres Guerra, Alexandra Newman, Sven Leyffer

Optimization of Systems modeled by PDEs
Asymptotic expansion for the solution of a penalized control constrained semilinear elliptic problems
J.F. Bonnans, F.J. Silva


December 2009

Multidisciplinary Design Optimization
Multidisciplinary Free Material Optimization
J Haslinger, M Kocvara, G Leugering, M Stingl

Biomedical Applications
Metal Artefact Reduction by Least-Squares Penalized-Likelihood Reconstruction with a Fast Polychromatic Projection Model
Benoit Hamelin, Yves Goussard, Jean-Pierre Dussault

A Probabilistic Constraint Approach for Robust Transmit Beamforming
Pei-Jung Chung, Huiqin Du, Jacek Gondzio

On the Effectiveness of Projection Methods for Convex Feasibility
Yair Censor, Wei Chen, Patrick L. Combettes, Ran Davidi, Gabor T. Herman


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