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Applications — Science and Engineering Submissions - 2019

January 2019

Smart Grids
Pricing in Multi-Interval Real-Time Markets
Bowen Hua, Dane Schiro, Tongxin Zheng, Ross Baldick, Eugene Litvinov

Data-Mining
Approximating L1-Norm Best-Fit Lines
JP Brooks, JH Dulá

A fully mixed-integer linear programming formulation for economic dispatch with valve-point effects, transmission loss and prohibited operating zones
Shanshan Pan, Jinbao Jian, Huangyue Chen, Linfeng Yang

Statistics
Best Subset Selection via Cross-validation Criterion
Yuichi Takano , Ryuhei Miyashiro

Smart Grids
A general framework for customized transition to smart homes
Michael David De Souza Dutra, Miguel F. Anjos, Sébastien Le Digabel


February 2019

A study of rank-one sets with linear side constraints and application to the pooling problem
Santanu S. Dey, Burak Kocuk, Asteroide Santana

Statistics
Non-asymptotic Results for Langevin Monte Carlo: Coordinate-wise and Black-box Sampling
Lingqing Shen, Krishnakumar Balasubramanian, Saeed Ghadimi

Smart Grids
A scalable mixed-integer decomposition approach for optimal power system restoration
Ignacio Aravena, Deepak Rajan, Georgios Patsakis, Shmuel Oren, Jennifer Rios

Optimal Residential Battery Storage Operations Using Robust Data-driven Dynamic Programming
Nan Zhang, Benjamin Leibowicz, Grani Hanasusanto

Statistics
Recovery of a mixture of Gaussians by sum-of-norms clustering
Tao Jiang, Stephen Vavasis, Chen Wen Zhai

Smart Grids
A Framework for Peak Shaving Through the Coordination of Smart Homes
Michael David De Souza Dutra, Miguel F. Anjos, Sébastien Le Digabel


March 2019

Generation of Optimal Walking-Like Motions Using Dynamic Models with Switches, Switch Costs, and State Jumps
Christian Kirches , Ekaterina Kostina, Andreas Meyer, Matthias Schlöder

Control Applications
Efficient Derivative Evaluation for Rigid-body Dynamics based on Recursive Algorithms subject to Kinematic and Loop Constraints
Manuel Kudruss, Paul Manns, Christian Kirches

Statistics
An Alternating Manifold Proximal Gradient Method for Sparse PCA and Sparse CCA
Shixiang Chen, Shiqian Ma, Lingzhou Xue, Hui Zou


April 2019

Discrete Optimization Methods for Group Model Selection in Compressed Sensing
Bubacarr Bah, Jannis Kurtz, Oliver Schaudt

Data-Mining
An analysis of noise folding for low-rank matrix recovery
Jianwen Huang, Jianjun Wang, Feng Zhang, Hailin Wang, Wendong Wang


May 2019

Statistics
A cross-validation subset selection for sparse regression
Dennis Kreber

Using interior point solvers for optimizing progressive lens models with spherical coordinates
Glňria Casanellas, Jordi Castro

Control Applications
Multiphase Mixed-Integer Nonlinear Optimal Control of Hybrid Electric Vehicles
Nicolň Robuschi, clemens Zeile, Sebastian Sager, Francesco Braghin, Federico Cheli


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