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We present a Julia framework dedicated to partially-separable problems whose element function are detected automatically. This framework takes advantage of ...
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This work considers stochastic optimization problems in which the objective function values can only be computed by a blackbox corrupted by some random noise...
BibTeX referenceFacility location with a modular capacity under demand uncertainty: An industrial case study
We investigate a facility location problem with modular capacity under demand uncertainty arising at Hydro-Québec, the largest public utility in Canada. We p...
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This paper introduces the consistent vehicle routing problem with stochastic customers and demands. We consider driver consistency as customer-driver assignm...
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Optimizing static risk-averse objectives in Markov decision processes is challenging because they do not readily admit dynamic programming decompositions. Pr...
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Seaports are highly vulnerable to climate-change induced events, which makes it necessary for them to invest in climate change adaptation measures to ensure ...
BibTeX referenceRobotic Process Automation (RPA) using a heuristic method and the effective resistance of a graph
Robotic Process Automation has emerged in recent years as an important field by allowing faster and more secure processes through a reduction in the risks or...
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Given a ground-set of elements and a family of subsets, the set covering problem consists in choosing a minimum number of elements such that each subset cont...
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In July 2022, I received the EURO Gold medal at the 32nd EURO Conference held in Espoo, Finland. On this occasion I was asked to deliver a 30-minute presenta...
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Microgrids (MGs) are regarded as effective solutions to provide ramping support to the main grid during heavy-load periods. Nevertheless, the uncertain renew...
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For planning the operation of power transmission systems, which transport the energy produced by generation plants to customers centers, it is essential to e...
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In this paper, a new model is proposed for the real-time diesel genset optimal dispatch and unit commitment in remote microgrids. The objective is to reduce ...
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Given a set \(\mathcal{N}\)
of size \(n\)
, a non-negative, integer-valued distance matrix \(D\)
of dimensions \(n\times n\)
, an integer `(p\in\mathb...
Assessing electric mobility and renewable energy synergy in a small New Caledonia island community
In this paper, we evaluate the synergy between variable renewable energy (VRE), electric mobility, and Vehicle to Grid (V2G) deployment for a small community...
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We explore the factor exposure heterogeneity in green and brown stocks using the peer-exposure ratio. By creating peer groups of S&P 500 index firms over 201...
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This paper first presents a time-series impact analysis of charging electric vehicles (EVs) to loading levels of power network equipment considering stochast...
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In this paper, we investigate the problem of system identification for autonomous Markov jump linear systems (MJS) with complete state observations. We prop...
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This paper presents \(\texttt{Krylov.jl}\)
, a Julia package that implements a collection of Krylov processes and methods for solving a variety of linear pr...
This paper presents a novel rapid estimation method (REM) to perform stochastic impact analysis of grid-edge technologies (GETs) to the power distribution ne...
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The estimation of the structural model poses a major challenge as its underlying asset (the firm's asset value) is not directly observable. We extend the m...
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