output
20082026
most citedA Survey of Contextual Optimization Methods for Decision Making under Uncertainty

152 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2020Show all

7 papers · 1 filter

math.OC2020

Combining Cross Entropy and MADS methods for inequality constrained global optimization

Charles Audet, Romain Couderc, Jean Bigeon

This paper proposes a way to combine the Mesh Adaptive Direct Search (MADS) algorithm with the Cross-Entropy (CE) method for non smooth constrained optimization. The CE method is u…

math.OC2020★ 5 cited

Constrained stochastic blackbox optimization using a progressive barrier and probabilistic estimates

Kwassi Joseph Dzahini, Michael Kokkolaras, Sébastien Le Digabel

This work introduces the StoMADS-PB algorithm for constrained stochastic blackbox optimization, which is an extension of the mesh adaptive direct-search (MADS) method originally de…

cs.AI2020★ 1 cited

Machine Learning in Airline Crew Pairing to Construct Initial Clusters for Dynamic Constraint Aggregation

Yassine Yaakoubi, François Soumis, Simon Lacoste-Julien

The crew pairing problem (CPP) is generally modelled as a set partitioning problem where the flights have to be partitioned in pairings. A pairing is a sequence of flight legs sepa…

physics.soc-ph2020★ 7 cited

An Electric Vehicles Migration Framework for Public Institutions in Developing Countries

El Mehdi Er Raqabi, Wenkai Li

Electric vehicles, noted EV, with smaller environmental footprint than traditional gasoline vehicles or hybrids, are growing rapidly worldwide. Several countries such as Norway and…

math.CO2020

Counting independent sets in Riordan graphs

Gi-Sang Cheon, Ji-Hwan Jung, Bumtle Kang +4

The notion of a Riordan graph was introduced recently, and it is a far-reaching generalization of the well-known Pascal graphs and Toeplitz graphs. However, apart from a certain su…

cs.RO2020★ 9 cited

RISCuer: A Reliable Multi-UAV Search and Rescue Testbed

Mohamed Abdelkader, Usman A. Fiaz, Noureddine Toumi +2

We present the Robotics Intelligent Systems & Control (RISC) Lab multiagent testbed for reliable search and rescue and aerial transport in outdoor environments. The system consists…

math.OC2020

Scaled Projected-Directions Methods with Application to Transmission Tomography

Guillaume Mestdagh, Yves Goussard, Dominique Orban

Statistical image reconstruction in X-Ray computed tomography yields large-scale regularized linear least-squares problems with nonnegativity bounds, where the memory footprint of…