All Areas Submissions - November 2018
Applications — OR and Management Sciences
Sparse Mean-Reverting Portfolios via Penalized Likelihood Optimization
Jize Zhang, Tim Leung, Aleksandr Aravkin
Integer Programming
Improving the heuristic performance of Benders' decomposition
Stephen Maher
Combinatorial Optimization
On the use of the simplex method for a type of allocation problems
Yoshihiro Tanaka
Combinatorial Optimization
A fast exact algorithm for discrete resource allocation with nested constraints
Zeyang Wu, Qie He, Kameng Nip
Nonlinear Optimization
Proximal Gradient Method for Manifold Optimization
Shixiang Chen, Shiqian Ma, Anthony Man-Cho So, Tong Zhang
Integer Programming
n-step cutset inequalities: facets for multi-module capacitated network design problem
Haochen Luo, Kiavash Kianfar
Convex and Nonsmooth Optimization
Stochastic Primal-Dual Method for Empirical Risk Minimization with O(1) Per-Iteration Complexity
Conghui Tan, Tong Zhang, Shiqian Ma, Ji Liu
Nonlinear Optimization
Sharp worst-case evaluation complexity bounds for arbitrary-order nonconvex optimization with inexpensive constraints
Coralia Cartis, Nick I. M. Gould, Philippe L. Toint
Robust Optimization
A Data-Driven Approach for Multi-Stage Linear Optimization
Dimitris Bertsimas, Shimrit Shtern, Bradley Sturt
Nonlinear Optimization
Inexact alternating projections on nonconvex sets
Dmitriy Drusvyatskiy, Adrian S. Lewis
Applications — Science and Engineering
Nonmonotonicity and Quasiconvexity on Equilibrium Problems
Lennin Lennin Mallma R
Integer Programming
Pattern-based models and a cooperative parallel metaheuristic for high school timetabling problems
Landir Saviniec, Maristela O. Santos, Alysson M. Costa, Lana M. R. Santos
Integer Programming
Strong convex relaxations and mixed-integer programming formulations for trained neural networks
Ross Anderson, Joey Huchette, Christian Tjandraatmadja, Juan Pablo Vielma
Integer Programming
Strong Mixed-Integer Formulations for Power System Islanding and Restoration
Georgios Patsakis, Deepak Rajan, Ignacio Aravena, Shmuel Oren
Global Optimization
Deterministic upper bounds in global minimization with nonlinear equality constraints
Christian Füllner, Peter Kirst, Oliver Stein
Stochastic Programming
The policy graph decomposition of multistage stochastic optimization problems
Oscar Dowson
Robust Optimization
A Distributionally Robust Analysis of PERT
Ernst Roos, Dick den Hertog
Applications — OR and Management Sciences
Geometric insights and proofs on optimal inventory control policies
ND van Foreest, OA Kilic
Applications — Science and Engineering
A Unified Framework for Sparse Relaxed Regularized Regression: SR3
Peng Zheng, Travis Askham, Steve Brunton, Nathan Kutz, Aleksandr Aravkin
Convex and Nonsmooth Optimization
Gradient methods exploiting spectral properties
Yakui Huang, Yu-Hong Dai, Xin-Wei Liu
Nonlinear Optimization
Deterministic and stochastic inexact regularization algorithms for nonconvex optimization with optimal complexity
Stefania Bellavia, Gianmarco Gurioli, Benedetta Morini, Philippe L. Toint
Nonlinear Optimization
A class of derivative-free CG projection methods for nonsmooth equations with an application to the LASSO problem
min sun, maoying tian
Nonlinear Optimization
A globally and linearly convergent PGM for zero-norm regularized quadratic optimization with sphere constraint
Wu Yuqia, Pan Shaohua, Bi Shujun
Global Optimization
Feature selection in SVM via polyhedral k-norm
Manlio Gaudioso, Enrico Gorgone, Jean Baptiste Hiriart-Urruty
Combinatorial Optimization
A Tutorial on Formulating QUBO Models
Fred Glover, Gary Kochenberger
Linear, Cone and Semidefinite Programming
A survey of semidefinite programming approaches to the generalized problem of moments and their error analysis
Etienne De Klerk, Monique Laurent
Integer Programming
Submodularity and valid inequalities in nonlinear optimization with indicator variables
Andres Gomez
Applications — OR and Management Sciences
Potential of shared autonomous electric vehicles for reinforcing future urban microgrids
Mengyi Sha, Wei Qi, Shanling Li
Other Topics
On the extension of the Hager-Zhang conjugate gradient method for vector optimization
M. L. N. Gonçalves, L. F. Prudente
Integer Programming
Equivariant Perturbation in Gomory and Johnson's Infinite Group Problem. VII. Inverse semigroup theory, closures, decomposition of perturbations
Robert Hildebrand, Matthias Köppe, Yuan Zhou
Nonlinear Optimization
On the complexity of solving feasibility problems
L. F. Bueno, J. M. Martínez
Applications — OR and Management Sciences
On Mixed Integer Programming Formulations for the Unit Commitment Problem
Bernard Knueven, Jim Ostrowski, Jean Paul Watson
Integer Programming
A branch and price algorithm for the resource constrained home health care vehicle routing problem
Neda Tanoumand, Tonguç Ünlüyurt
Applications — OR and Management Sciences
A new binary programming formulation and social choice property for expediting the solution to Kemeny ranking aggregation
Yeawon Yoo, Adolfo Escobedo
Integer Programming
Compact Disjunctive Approximations to Nonconvex Quadratically Constrained Programs
Hongbo Dong, Yunqi Luo
Integer Programming
Strong IP Formulations Need Large Coefficients
Christopher Hojny
Integer Programming
Chvatal rank in binary polynomial optimization
Alberto Del Pia, Silvia Di Gregorio
Global Optimization
On local non-global minimizers of quadratic optimization problem with a single quadratic constraint
Akram Taati, Maziar Salahi
Convex and Nonsmooth Optimization
A new splitting method for monotone inclusions of three operators
dong yunda, yu xiaohuan
Convex and Nonsmooth Optimization
A gradient type algorithm with backward inertial steps for a nonconvex minimization
Szilard Csaba Laszlo, Adrian Viorel, Cristian Alecsa
Nonlinear Optimization
Over-Parameterized Deep Neural Networks Have No Strict Local Minima For Any Continuous Activations
Dawei Li, Tian Ding, Ruoyu Sun
Nonlinear Optimization
A New Sequential Optimality Condition for Constrained Nonsmooth Optimization
Elias S. Helou, Sandra A. Santos, Lucas E. A. Simőes
Robust Optimization
An Algorithmic Approach to Multiobjective Optimization with Decision Uncertainty
Gabriele Eichfelder, Julia Niebling, Stefan Rocktäschel
Integer Programming
A random search method for finding ‘K ≥ 2’ number of ranked optimal solution to an assignment problem
Santosh Kumar, Ali Al-Hasani, Masar Al-Rabeeah, Andrew Eberhard
Global Optimization
Selecting cutting planes for quadratic semidefinite outer-approximation via trained neural networks
Radu Baltean-Lugojan, Pierre Bonami, Ruth Misener, Andrea Tramontani
Convex and Nonsmooth Optimization
Acceleration of Primal-Dual Methods by Preconditioning and Fixed Number of Inner Loops
Yanli Liu, Yunbei Xu, Wotao Yin
Applications — OR and Management Sciences
A Dynamic Mobile Production Capacity and Inventory Control Problem
Satya S. Malladi, Alan L. Erera, Chelsea C. White III
Convex and Nonsmooth Optimization
A Doubly Accelerated Inexact Proximal Point Method for Nonconvex Composite Optimization Problem
Jiaming Liang, Renato Monteiro
Integer Programming
Generating feasible points for mixed-integer convex optimization problems by inner parallel cuts
Christoph Neumann, Oliver Stein
Integer Programming
Sparse and Smooth Signal Estimation: Convexification of L0 Formulations
Alper Atamturk, Andres Gomez, Shaoning Han
Global Optimization
Packing Ovals In Optimized Regular Polygons
F.J. Kampas, J.D. Pintér, I. Castillo
Global Optimization
Largest Small n-Polygons: Numerical Results and Optimum Estimates
Janos Pinter
Applications — OR and Management Sciences
Multi-component Maintenance Optimization: A Stochastic Programming Approach
Zhicheng Zhu, Yisha Xiang, Bo Zeng
Nonlinear Optimization
Basis Pursuit Denoise with Nonsmooth Constraints
Robert Baraldi, Rajiv Kumar, Aleksandr Aravkin
Applications — OR and Management Sciences
The Impact of Potential-Based Physics Models on Pricing in Energy Networks
Lars Schewe, Martin Schmidt
Applications — OR and Management Sciences
Enhancement on the Improved Recursive Method for Multi-objective Integer Programming Problem
Masar Al-Rabeeah, Ali Al-Hasani, Andrew Eberhard, Santosh Kumar, Elias Munapo
Robust Optimization
Robust Data-Driven Vehicle Routing with Time Windows
Yu Zhang, Zhenzhen Zhang, Andrew Lim, Melvyn Sim
Applications — OR and Management Sciences
The Benefits of Transfers in Crowdsourced Pickup-and-Delivery Systems
Afonso Sampaio, Martin Savelsbergh, Lucas Veelenturf, Tom Van Woensel
Linear, Cone and Semidefinite Programming
A specialized interior-point algorithm for huge minimum convex cost flows in bipartite networks
Jordi Castro, Stefano Nasini
Other Topics
Decomposition Methods for Solving Multi-model Markov Decision Processes
Lauren Steimle, Vinayak Ahluwalia, Charmee Kamdar, Brian Denton
Nonlinear Optimization
An almost cyclic 2-coordinate descent method for singly linearly constrained problems
Andrea Cristofari
Applications — OR and Management Sciences
Multi-step discrete-time Zhang neural networks with application to time-varying nonlinear optimization
Sun Min, Tian Maoying, Wang Yiju
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