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Optimization Online





 

Applications — Science and Engineering Submissions - 2020

January 2020

Other
Lossless Compression of Deep Neural Networks
Thiago Serra, Abhinav Kumar, Srikumar Ramalingam

Data-Mining
Best Principal Submatrix Selection for the Maximum Entropy Sampling Problem: Scalable Algorithms and Performance Guarantees
Yongchun Li, Weijun Xie


February 2020

A Mixed-Integer PDE-Constrained Optimization Formulation for Electromagnetic Cloaking
Ryan Vogt, Sven Leyffer, Todd Munson

Autonomous traffic at intersections: an optimization-based analysis of possible time, energy, and CO2 savings
Do Duc Le, Maximilian Merkert, Stephan Sorgatz, Mirko Hahn, Sebastian Sager

Random-Sampling Multipath Hypothesis Propagation for Cost Approximation in Long-Horizon Optimal Control
Shankarachary Ragi, Hans D. Mittelmann

Mechanical Engineering
On the propagation of quality requirements for mechanical assemblies in industrial manufacturing
Philipp Armbrust, Paul Alexandru Bucur, Philipp Hungerländer

Smart Grids
Optimal Residential Coordination Via Demand Response: A Distributed Framework
Michael David de Souza Dutra, Natalia Alguacil Conde


March 2020

Facility Planning and Design
Some heuristic methods for the p-median problem with maximum distance constraints. Application to a bi-objective problem.
Adrián Esteban-Pérez, Jesús Sáez-Aguado, Luis A. San-José

Data-Mining
The high-order block RIP for non-convex block-sparse compressed sensing
Huang Jianwe, Zhang Feng, Liu Xinling, Wang Hailing, Hou Jinyao, Wang Wendong

Optimization Problems Involving Matrix Multiplication with Applications in Material Science and Biology
Burak Kocuk

Facility Planning and Design
A mixed-integer linear programming approach for the T-row and the multi-bay facility layout problem
Mirko Dahlbeck

Biomedical Applications
Effectively managing diagnostic tests to monitor the COVID-19 outbreak in Italy
Lorenzo Lampariello, Simone Sagratella

An MISOCP-Based Solution Approach to the Reactive Optimal Power Flow Problem
Sezen Ece Kayacık, Burak Kocuk


April 2020

Generation Expansion Planning with Revenue Adequacy Constraints
Cheng Guo, Merve Bodur, Dimitri J. Papageorgiou

Civil and Environmental Engineering
Modular-topology optimization with Wang tilings: An application to truss structures
Marek Tyburec, Jan Zeman, Martin Doškář, Martin Kružík, Matěj Lepš

Mixed-Integer Nonlinear Optimization for District Heating Network Expansion
Marius Roland, Martin Schmidt

Data Approximation by L1 Spline Fits with Free Knots
Ziteng Wang, Manfei Xie


May 2020

Facility Planning and Design
A tactical maintenance optimization model for multiple interconnected energy production systems
Silvia Anna Cordieri, Ola Jabali, Federico Malucelli

A decision theoretic approach for waveform design in joint radar communications applications
Shammy A. Doly, Shankarachary Ragi, Alex Chiriyath, Hans D. Mittelmann, Daniel W. Bliss

Biomedical Applications
A Personalized Switched Systems Approach for the Optimal Control of Ventricular Assist Devices based on Atrioventricular Plane Displacement
Clemens Zeile, Thomas Rauwolf, Alexander Schmeisser, Jeremi Kaj Mizerski, Rüdiger C. Braun-Dullaeus, Sebastian Sager


June 2020

Data-Mining
The block mutual coherence property condition for signal recovery
Huang Jianwen, Wang Hailin, Zhang Feng, Wang Jianjun

Basic Sciences Applications
Calmness of a perturbed Cournot Oligopoly Game with nonsmooth cost functions
Matthieu Maréchal

On identifying clusters from sum-of-norms clustering computation
Tao Jiang, Stephen Vavasis

Biomedical Applications
Combination Chemotherapy Optimization
Temitayo Ajayi, Clifton D. Fuller, Andrew J. Schaefer


July 2020

Chemical Engineering
Optimal design of an electricity-intensive industrial facility subject to electricity price uncertainty: stochastic optimization and scenario reduction
Holger Teichgraeber, Adam R. Brandt

Smart Grids
Formulations and Valid Inequalities for Optimal Black Start Allocation in Power Systems
Georgios Patsakis, Ignacio Aravena, Deepak Rajan, Shmuel Oren

Smart Grids
Mathematical Programming formulations for the Alternating Current Optimal Power Flow problem
Daniel Bienstock, Mauro Escobar, Claudio Gentile, Leo Liberti

Facility Planning and Design
Benders decomposition for Network Design Covering Problems
Victor Bucarey, Bernard Fortz, Natividad González-Blanco, Martine Labbé, Juan A. Mesa

Control Applications
LQR Design under Stability Constraints
Anna Scampicchio, Aleksandr Aravkin, Gianluigi Pillonetto

Spatially Adaptive Regularization in Image Segmentation
Laura Antonelli, Valentina De Simone, Daniela di Serafino


August 2020

Data-Mining
Accuracy and fairness trade-offs in machine learning: A stochastic multi-objective approach
L. Song, L. N. Vicente

Split Bregman iteration for multi-period mean variance portfolio optimization
Stefania Corsaro, Valentina De Simone, Zelda Marino

Optimization of Systems modeled by PDEs
The Strip Method for Shape Derivatives
Sean Hardesty, Harbir Antil, Drew Kouri, Denis Ridzal

Smart Grids
Distributionally Robust Chance-Constrained Flexibility Planning for Integrated Energy System
S. Zhan, P. Hou, G.Y. Yang


September 2020

Smart Grids
Optimal Residential Users Coordination Via Demand Response: An Exact Distributed Framework
Michael David de Souza Dutra, Natalia Alguacil

Smart Grids
Mixed-integer Linear Programming Models and Algorithms for Generation and Transmission Expansion Planning of Power Systems
Can Li, Antonio Conejo, Peng Liu, Benjamin Omell, John Siirola, Ignacio Grossmann

Facility Planning and Design
Distributionally Robust Facility Location with Bimodal Random Demand
Karmel S. Shehadeh , Ece Sanci

Civil and Environmental Engineering
Global optimality in minimum compliance topology optimization of frames and shells by moment-sum-of-squares hierarchy
Marek Tyburec, Jan Zeman, Martin Kružík, Didier Henrion


October 2020

Biomedical Applications
Robot Dance: a mathematical optimization platform for intervention against Covid-19 in a complex network
Luis Gustavo Nonato, Pedro Peixoto, Tiago Pereira, Claudia Sagastizabal, Paulo J. S. Silva

Facility Planning and Design
New exact approaches for the combined cell layout problem and extensions of the multi-bay facility layout problem
Mirko Dahlbeck, Anja Fischer, Kerstin Maier, Philipp Hungerlänger

Mechanical Engineering
Two decades of blackbox optimization applications
Stéphane Alarie, Charles Audet, Aďmen E. Gheribi, Michael Kokkolaras, Sébastien Le Digabel

Smart Grids
Failure Probability Constrained AC Optimal Power Flow
Anirudh Subramanyam, Jacob Roth, Mihai Anitescu


November 2020

Statistics
Sparse Poisson regression via mixed-integer optimization
Hiroki Saishu, Kota Kudo, Yuichi Takano

Smart Grids
Decentralized Failure-Tolerant Optimization of Electric Vehicle Charging
Ignacio Aravena, Steve Chaping, Colin Ponce

Smart Grids
Affine Decision Rule Approximation to Immunize against Demand Response Uncertainty in Smart Grids’ Capacity Planning
Sajad Aliakbari-Sani, Olivier Bahn, Erick Delage


December 2020

Control Applications
Algorithms for Block Tridiagonal Systems: Foundations and New Results for Generalized Kalman Smoothing
Aleksandr Aravkin, Bradley Bell, James Burke, Gianluigi Pillonetto

Data-Mining
Unbiased Subdata Selection for Fair Classification: A Unified Framework and Scalable Algorithms
Qing Ye, Weijun Xie


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