Oscar Dowson

17 papers Misc 1Journal 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
Capacity planning of renewable energy systems using stochastic dual dynamic programming.
Eur. J. Oper. Res.
Jarand Hole, Andrew B. Philpott, Oscar Dowson
2025 J jnl
Incorporating convex risk measures into multistage stochastic programming algorithms.
Ann. Oper. Res.
Oscar Dowson, David P. Morton, Bernardo K. Pagnoncelli
2025 J jnl
MDP modeling for multi-stage stochastic programs.
CoRR
David P. Morton, Oscar Dowson, Bernardo K. Pagnoncelli
2025 J jnl
MathOptAI.jl: Embed trained machine learning predictors into JuMP models.
CoRR
Oscar Dowson, Robert B. Parker, Russell Bent
2025 J jnl
Nonlinear Optimization with GPU-Accelerated Neural Network Constraints.
CoRR
Robert B. Parker, Oscar Dowson, Nicole LoGiudice, Manuel Garcia, Russell Bent
2024 Misc conf
An SDDP Algorithm for Multistage Stochastic Programs with Decision-Dependent Uncertainty.
WSC
Nazlican Arslan, Oscar Dowson, David P. Morton
2024 J jnl
Formulations and scalability of neural network surrogates in nonlinear optimization problems.
CoRR
Robert B. Parker, Oscar Dowson, Nicole LoGiudice, Manuel Garcia, Russell Bent
2023 J jnl
JuMP 1.0: recent improvements to a modeling language for mathematical optimization.
Math. Program. Comput.
Miles Lubin, Oscar Dowson, Joaquim Dias Garcia, Joey Huchette, Benoît Legat, Juan Pablo Vielma
2022 J jnl
Bi-objective multistage stochastic linear programming.
Math. Program.
Oscar Dowson, David P. Morton, Anthony Downward
2022 J jnl
JuMP 1.0.
CoRR
Miles Lubin, Oscar Dowson, Joaquim Dias Garcia, Joey Huchette, Benoît Legat, Juan Pablo Vielma
2022 J jnl
MathOptInterface: A Data Structure for Mathematical Optimization Problems.
INFORMS J. Comput.
Benoît Legat, Oscar Dowson, Joaquim Dias Garcia, Miles Lubin
2021 J jnl
Assessing the Cost of Network Simplifications in Long-Term Hydrothermal Dispatch Planning Models.
CoRR
Andrew W. Rosemberg, Alexandre Street, Joaquim Dias Garcia, Davi Michel Valladão, Thuener Silva, Oscar Dowson
2021 J jnl
SDDP.jl: A Julia Package for Stochastic Dual Dynamic Programming.
INFORMS J. Comput.
Oscar Dowson, Lea Kapelevich
2020 J jnl
Partially observable multistage stochastic programming.
Oper. Res. Lett.
Oscar Dowson, David P. Morton, Bernardo K. Pagnoncelli
2020 J jnl
Stochastic dual dynamic programming with stagewise-dependent objective uncertainty.
Oper. Res. Lett.
Anthony Downward, Oscar Dowson, Regan Baucke
2020 J jnl
The policy graph decomposition of multistage stochastic programming problems.
Networks
Oscar Dowson
2019 J jnl
A multi-stage stochastic optimization model of a pastoral dairy farm.
Eur. J. Oper. Res.
Oscar Dowson, Andy Philpott, Andrew J. Mason, Anthony Downward