Optimization Online


All Areas Submissions - January 2019

Applications — OR and Management Sciences
Joint Pricing and Production: A Fusion of Machine Learning and Robust Optimization
Georgia Perakis, Melvyn Sim, Qinshen Tang, Peng Xiong

Applications — Science and Engineering
Pricing in Multi-Interval Real-Time Markets
Bowen Hua, Dane Schiro, Tongxin Zheng, Ross Baldick, Eugene Litvinov

Convex and Nonsmooth Optimization
Generalized Conditional Gradient with Augmented Lagrangian for Composite Minimization
Antonio Silveti-Falls, Cesare Molinari, Jalal Fadili

Integer Programming
Interdiction of a Mixed-Integer Linear System
Bowen Hua, Ross Baldick, Kevin Wood

Combinatorial Optimization
A Tutorial on Formulating and Using QUBO Models
Fred Glover, Gary Kochenberger

Convex and Nonsmooth Optimization
Composite optimization for robust blind deconvolution
Vasileios Charisopoulos, Damek Davis, Mateo Diaz, Dmitriy Drusvyatskiy

Nonlinear Optimization
Local minimizers of semi-algebraic functions
Tien-Son PHAM

Applications — OR and Management Sciences
Constrained Assortment Optimization under the Paired Combinatorial Logit Model
Rohan Ghuge, Joseph Kwon, Viswanath Nagarajan, Adetee Sharma

Integer Programming
Intersection disjunctions for reverse convex sets
Eli Towle, James Luedtke

Robust Optimization
Distributionally Robust Optimization with Confidence Bands for Probability Density Functions
Xi Chen, Qihang Lin, Guanglin Xu

Linear, Cone and Semidefinite Programming
A Geometrical Analysis of a Class of Nonconvex Conic Programs for Convex Conic Reformulations of Quadratic and Polynomial Optimization Problems
Sunyoung Kim, Masakazu Kojima, Kim-Chuan Toh

Applications — OR and Management Sciences
Algorithms for single- and multiple-runway Aircraft Landing Problem
Amir Salehipour

Applications — Science and Engineering
Approximating L1-Norm Best-Fit Lines
JP Brooks, JH Dulá

Applications — OR and Management Sciences
Coupled task scheduling with exact delays: Literature review and models
Mostafa Khatami , Amir Salehipour, T.C.E. Cheng

Applications — OR and Management Sciences
Forecasting conceivable interest rate market scenarios and significant losses on interest rate portfolios using mathematical optimization
Tanaka Katsuhiro

Applications — OR and Management Sciences
Coupled task scheduling with time-dependent processing times
Mostafa Khatami, Amir Salehipour

Stochastic Programming
Two-stage Stochastic Programming with Linearly Bi-parameterized Quadratic Recourse
Junyi Liu, Ying Cui, Jong-Shi Pang, Suvrajeet Sen

Applications — Science and Engineering
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

Applications — Science and Engineering
Best Subset Selection via Cross-validation Criterion
Yuichi Takano , Ryuhei Miyashiro

Applications — OR and Management Sciences
Bin Packing Problem with Time Dimension: An Application in Cloud Computing
Nursen Aydin, Ibrahim Muter, S. Ilker Birbil

Nonlinear Optimization
Zeroth-order Nonconvex Stochastic Optimization: Handling Constraints, High-Dimensionality and Saddle-Points
Krishnakumar Balasubramanian, Saeed Ghadimi

Other Topics
A Criterion Space Search Algorithm for Mixed Integer Linear Maximum Multiplicative Programs: A Multi-objective Optimization Approach
Payman Ghasemi Saghand, Hadi Charkhgard

Applications — OR and Management Sciences
Application of outer approximation to forecasting losses and scenarios in the target of portfolios with high of nonlinear risk
Tanaka Katsuhiro

Stochastic Programming
Approximating Two-Stage Chance-Constrained Programs with Classical Probability Bounds
Bismark Singh, Jean-Paul Watson

Nonlinear Optimization
Convexification of polynomial optimization problems by means of monomial patterns
Gennadiy Averkov, Benjamin Peters, Sebastian Sager

Nonlinear Optimization
Convergence and evaluation-complexity analysis of a regularized tensor-Newton method for solving nonlinear least-squares problems subject to convex constraints
Nicholas Gould, Tyrone Rees, Jennifer Scott

Nonlinear Optimization
Towards an efficient penalty method for convex quadratic programming
Luís Felipe Bueno, Gabriel Haeser, Luiz-Rafael Santos

Integer Programming
Local Rapid Learning for Integer Programs
Timo Berthold, Peter J. Stuckey, Jakob Witzig

Integer Programming
A Status Report on Conflict Analysis in Mixed Integer Nonlinear Programming
Jakob Witzig, Timo Berthold, Stefan Heinz

Nonlinear Optimization
An Augmented Lagrangian Method for Quasi-Equilibrium Problems
Luis Felipe Bueno, Gabriel Haeser, Felipe Lara, Frank Navarro Rojas

Robust Optimization
Discrete Approximation Scheme in Distributionally Robust Optimization
Yongchao Liu, Xiaoming Yuan, Zhang Jin

Applications — OR and Management Sciences
Hybrid Rebalancing with Dynamic Hubbing for Free- oating Bike Sharing Using Multi-objective Simulation Optimization
Vahid Mahmoodian, Yu Zhang, Hadi Charkhgard

Stochastic Programming
Admissibility of solution estimators for stochastic optimization
Amitabh Basu, Tu Nguyen, Ao Sun

Stochastic Programming
On Data-Driven Prescriptive Analytics with Side Information: A Regularized Nadaraya-Watson Approach
Chin Pang Ho, Grani Hanasusanto

Convex and Nonsmooth Optimization
Fast Robust Methods for Singular State-Space Models
Jonathan Jonker, Aleksandr Aravkin, James Burke, Gianluigi Pillonetto, Sarah Webster

Convex and Nonsmooth Optimization
The condition number of a function relative to a set
David Gutman, Javier Pena

Convex and Nonsmooth Optimization
Generalized subdifferentials of spectral functions over Euclidean Jordan algebras
Bruno F. Lourenco, Akiko Takeda

Nonlinear Optimization
Analysis of the BFGS Method with Errors
Yuchen Xie, Richard Byrd, Jorge Nocedal

Nonlinear Optimization
When a maximal angle among cones is nonobtuse
Michael Orlitzky

Applications — Science and Engineering
A general framework for customized transition to smart homes
Michael David De Souza Dutra, Miguel F. Anjos, Sébastien Le Digabel

Integer Programming
Rank-one Convexifications for Sparse Regression
Alper Atamturk, Andres Gomez

Other Topics
Learning to Project in Multi-Objective Binary Linear Programming
Alvaro Sierra-Alltamiranda, Hadi Charkhgard, Iman Dayarian, Ali Eshragh, Sorna Javadi

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