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02/05/2023
Regularization and Global Optimization in Model-Based Clustering
Due to their conceptual simplicity, k-means algorithm variants have been...
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06/10/2022
Flexible Differentiable Optimization via Model Transformations
We introduce DiffOpt.jl, a Julia library to differentiate through the so...
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06/01/2022
JuMP 1.0
JuMP is an algebraic modeling language embedded in the Julia programming...
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05/04/2022
BilevelJuMP.jl: Modeling and Solving Bilevel Optimization in Julia
In this paper we present BilevelJuMP, a new Julia package to support bil...
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04/17/2020
Application of Progressive Hedging to Var Expansion Planning Under Uncertainty
This paper describes the application of a Progressive Hedging (PH) algor...
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03/10/2020
Modeling Multiscale Variable Renewable Energy and Inflow Scenarios in Very Large Regions with Nonparametric Bayesian Networks
In this paper, we propose a non-parametric Bayesian network method to ge...
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11/08/2019