Optimization Online


Optimization Online Digest — November 2021

Applications — OR and Management Sciences

A Robust Optimization Method with Successive Linear Programming for Intensity Modulated Radiation Therapy
Masaaki Tamai, Makoto Yamashita

Middle Mile Consolidation Network Design with Fixed Origins and Destinations: Time-Constrained Rate-Based Models
Lacy Greening, Mathieu Dahan, Alan Erera

Freight-on-Transit for urban last-mile deliveries: A Strategic Planning Approach
Diego Delle Donne, Laurent Alfandari, Claudia Archetti, Ivana Ljubic

Incremental Network Design with Multi-commodity Flows
Ian Herszterg, Martin Savelsbergh

Applications — Science and Engineering

On the Fairness of Aggregator's Incentives in Residential Demand Response
Michael David de Souza Dutra, Natalia Alguacil

Analysis non-sparse recovery for non-convex relaxed $\ell_q$ minimization
Jianwen Huang, Feng Zhang, Xinling Liu, Jianjun Wang

Reaching Paris Agreement Goal through CDR/DAC Development: a Compact OR Model
F Babonneau, A Haurie, M Vielle

Combinatorial Optimization

Simple odd beta-cycle inequalities for binary polynomial optimization
Alberto Del Pia, Matthias Walter

The Price of Anarchy in Series-Parallel Network Congestion Games with Polynomial Delays
Bainian Hao, Carla Michini

Approximation algorithm for the two-stage stochastic set multicover problem with simple resource
Yotaro Takazawa

Complementarity and Variational Inequalities

Mirror-prox sliding methods for solving a class of monotone variational inequalities
Guanghui Lan, Yuyuan Ouyang

Convex and Nonsmooth Optimization

Balancing preferential access and fairness with an application to wastemanagement: mathematical models, optimality conditions, and heuristics
Christian Schmitt, Bismark Singh

Solution to a Monotone Inclusion Problem using the Relaxed Peaceman-Rachford Splitting Method: Convergence and its Rates
Chee-Khian Sim

Nonlinear conjugate gradient for smooth convex functions
Sahar Karimi, Stephen Vavasis

Survey Descent: A Multipoint Generalization of Gradient Descent for Nonsmooth Optimization
X.Y. Han, Adrian S. Lewis

Global Optimization

An effective version of Schmüdgen's Positivstellensatz for the hypercube
Monique Laurent, Lucas Slot

Integer Programming

Exact and Heuristic Solution Techniques for Mixed-Integer Quantile Minimization Problems
Diego Cattaruzza, Martine Labbé, Matteo Petris, Marius Roland, Martin Schmidt

Mixed-Integer Optimization with Constraint Learning
Donato Maragno, Holly Wiberg, Dimitris Bertsimas, S. Ilker Birbil, Dick den Hertog, Adejuyigbe Fajemisin

Exact Methods for Discrete Gamma-Robust Min-Max Problems
Yasmine Beck, Ivana Ljubić, Martin Schmidt

On the Complexity of Separation From the Knapsack Polytope
Alberto Del Pia, Jeff Linderoth, Haoran Zhu

Schreier-Sims Cuts meet Stable Set: Preserving Problem Structure when Handling Symmetries
Christopher Hojny, Marc E Pfetsch, José Verschae

Sparse Multi-Term Disjunctive Cuts for the Epigraph of a Function of Binary Variables
Rui Chen, James Luedtke

Modeling Design and Control Problems Involving Neural Network Surrogates
Dominic Yang, Prasanna Balaprakash, Sven Leyffer

Balancedness in the Weighted Rectangles Partitioning Problem
Paul Deuker, Ulf Friedrich

Linear, Cone and Semidefinite Programming

Strong duality of a conic optimization problem with a single hyperplane and two cone constraints
Sunyoung KIm, Masakazu Kojima

Revisiting semidefinite programming approaches to options pricing: complexity and computational perspectives
Didier Henrion, Felix Kirschner, Etienne de Klerk, Milan Korda, Jean Bernard Lasserre, Victor Magron

Duality aspects in convex conic programming
Maria Trnovska, Jakub Hrdina

Stochastic infinity norm optimization and primal interior-point decomposition algorithms
Baha Alzalg

Nonlinear Optimization

On Componental Operators in Hilbert Space
Andrzej Cegielski, Yair Censor

Model-Based Derivative-Free Methods for Convex-Constrained Optimization
Matthew Hough, Lindon Roberts

Bolstering Stochastic Gradient Descent with Model Building
S. Ilker Birbil, Ozgur Martin, Gonenc Onay, Figen Oztoprak

Hierarchically constrained blackbox optimization
Stéphane Alarie, Charles Audet, Paulin Jacquot, Sébastien Le Digabel

Robust Optimization

A Column Generation Scheme for Distributionally Robust Multi-Item Newsvendor Problems
Shanshan Wang, Erick Delage

Distributionally Robust Optimization with Expected Constraints via Optimal Transport
Diego Fonseca, Mauricio Junca

On approximate solutions for robust semi-infinite multi-objective convex symmetric cone optimization
Baha Alzalg, Amira Achouak Oulha

Adaptive robust optimization with discrete uncertainty
Henri Lefebvre, Enrico Malaguti, Michele Monaci

Stochastic Programming

Convex Chance-Constrained Programs with Wasserstein Ambiguity
Haoming Shen, Ruiwei Jiang

Stochastic Dual Dynamic Programming for Optimal Power Flow Problems under Uncertainty
Adriana Kiszka, David Wozabal

The Value of Coordination in Multi-Market Bidding of Grid Energy Storage
Nils Löhndorf, David Wozabal

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