Optimization Online


Optimization Online Digest — January 2014

Applications — OR and Management Sciences

Models and Solution Techniques for Production Planning Problems with Increasing Byproducts
Srikrishna Sridhar, Jeff Linderoth, James Luedtke

Optimal Control of Plug-In Hybrid Electric Vehicles with Market Impact and Risk Attitude
Lai Wei, Yongpei Guan

Constraint Programming for LNG Ship Scheduling and Inventory Management
Vikas Goel, Marla Slusky, Willem-Jan van Hoeve, Kevin Furman, Yufen Shao

A Note on Lerner Index, Cross-Elasticity and Revenue Optimization Invariants
Alexander Kushkuley, Su-Ming Wu

Applications — Science and Engineering

Alternating direction method of multipliers for sparse zero-variance discriminant analysis and principal component analysis
Brendan Ames, Mingyi Hong

Combinatorial Optimization

Eigenvalue, Quadratic Programming, and Semidefinite Programming Bounds for Vertex Separators
Ting Kei Pong, Hao Sun, Ningchuan Wang, Henry Wolkowicz

Single-Machine Two-Agent Scheduling Problems with Unconstrained Strategies
Gaia Nicosia, Andrea Pacifici, Ulrich Pferschy

Branch-and-cut and Branch-and-cut-and-price Algorithms for the Adjacent Only Quadratic Minimum Spanning Tree Problem
Dilson Lucas Pereira, Michel Gendreau, Alexandre Salles Cunha

Convex and Nonsmooth Optimization

Iterative Reweighted Singular Value Minimization Methods for $l_p$ Regularized Unconstrained Matrix Minimization
Zhaosong Lu, Yong Zhang

Spectral Operators of Matrices
Chao Ding, Defeng Sun, Jie Sun, Kim-Chuan Toh

Extreme point inequalities and geometry of the rank sparsity ball
D. Drusvyatskiy, S.A. Vavasis, H. Wolkowicz

A Block Successive Upper Bound Minimization Method of Multipliers for Linearly Constrained Convex Optimization
Mingyi Hong, Tsung-Hui Chang, Xiangfeng Wang, Meisam Razaviyayn, Shiqian Ma, Zhi-Quan Luo

Alternating projections and coupling slope
D. Drusvyatskiy, A.D. Ioffe, A.S. Lewis

Integer Programming

Cutting Planes for RLT Relaxations of Mixed 0-1 Polynomial Programs
Franklin Djeumou Fomeni, Konstantinos Kaparis, Adam N Letchford

Subset Selection by Mallows' Cp: A Mixed Integer Programming Approach
Ryuhei Miyashiro, Yuichi Takano

Linear, Cone and Semidefinite Programming

A strongly polynomial algorithm for linear optimization problems having 0-1 optimal solutions
Sergei Chubanov

Lagrangian-Conic Relaxations, Part I: A Unified Framework and Its Applications to Quadratic Optimization Problems
Naohiko Arima, Sunyoung Kim, Masakazu Kojima, Kim-Chuan Toh

Lagrangian-Conic Relaxations, Part II: Applications to Polynomial Optimization Problems
Naohiko Arima, Sunyoung Kim, Masakazu Kojima, Kim-Chuan Toh

An improved and simplified full-Newton step O(n) infeasible interior-point method for Linear Optimization
Kees Roos

From seven to eleven: completely positive matrices with high cp-rank
Immanuel Bomze, Werner Schachinger, Reinhard Ullrich

Nonlinear Optimization

New active set identification for general constrained optimization and minimax problems
Jin-bao Jian, Yi Liu

On QPCCs, QCQPs and Completely Positive Programs
Lijie Bai, John E Mitchell, Jong-Shi Pang

Improving direct search algorithms by multilevel optimization techniques
Emanuele Frandi, Alessandra Papini

Robust Optimization

Adjustable robust optimization with decision rules based on inexact revealed data
Frans de Ruiter, Aharon Ben-Tal, Ruud Brekelmans, Dick den Hertog

Confidence Levels for CVaR Risk Measures and Minimax Limits
Edward Anderson, Huifu Xu, Dali Zhang

Stochastic Programming

A Two-Stage Stochastic Integer Programming Approach to Integrated Staffing and Scheduling with Application to Nurse Management
Kibaek Kim, Sanjay Mehrotra

Mitigating Uncertainty via Compromise Decisions in Two-stage Stochastic Linear Programming
Suvrajeet Sen, Yifan Liu

A Stochastic Quasi-Newton Method for Large-Scale Optimization
Richard Byrd, Samantha Hansen, Jorge Nocedal, Yoram Singer

Other Topics

A Robust Additive Multiattribute Preference Model using a Nonparametric Shape-Preserving Perturbation
Jian Hu, Yung-wen Liu, Sanjay Mehrotra

Characterization of proper optimal elements with variable ordering structures
Gabriele Eichfelder, Tobias Gerlach

Distributed Optimization Methods for Large Scale Optimal Control
Attila Kozma

Optimization over the Pareto Outcome set associated with a Convex Bi-Objective Optimization Problem: Theoretical Results, Deterministic Algorithm and Application to the Stochastic case
Henri Bonnel, Julien Collonge

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