Robert B. Parker

13 papers Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 — conf
Frequency Stability Constraints in Economic Dispatch: Electricity Market Insights using a Neural Network Surrogate Modeling Approach.
HICSS
Manuel Garcia, Nicole LoGiudice, Robert B. Parker, Russell Bent
2025 J jnl
A General and Streamlined Differentiable Optimization Framework.
CoRR
Andrew W. Rosemberg, Joaquim Dias Garcia, François Pacaud, Robert B. Parker, Benoît Legat, Kaarthik Sundar, Russell Bent, Pascal Van Hentenryck
2025 J jnl
MathOptAI.jl: Embed trained machine learning predictors into JuMP models.
CoRR
Oscar Dowson, Robert B. Parker, Russell Bent
2025 J jnl
Multistage Economic MPC for Systems with a Cyclic Steady State: A Gas Network Case Study.
CoRR
Sakshi Naik, Lavinia Marina Paola Ghilardi, Robert B. Parker, Lorenz T. Biegler
2025 J jnl
Nonlinear Optimization with GPU-Accelerated Neural Network Constraints.
CoRR
Robert B. Parker, Oscar Dowson, Nicole LoGiudice, Manuel Garcia, Russell Bent
2025 J jnl
Variable aggregation for nonlinear optimization problems.
CoRR
Sakshi Naik, Lorenz T. Biegler, Russell Bent, Robert B. Parker
2024 J jnl
Applications of Lifted Nonlinear Cuts to Convex Relaxations of the AC Power Flow Equations.
CoRR
Sergio I. Bugosen, Robert B. Parker, Carleton Coffrin
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
2024 J jnl
Managing power balance and reserve feasibility in the AC unit commitment problem.
CoRR
Robert B. Parker, Carleton Coffrin
2023 J jnl
Applications of the Dulmage-Mendelsohn decomposition for debugging nonlinear optimization problems.
Comput. Chem. Eng.
Robert B. Parker, Bethany Nicholson, John D. Siirola, Lorenz T. Biegler
2023 J jnl
Chemical process flowsheet optimization with full space, surrogate, and implicit formulations of a Gibbs reactor.
CoRR
Sergio I. Bugosen, Carl D. Laird, Robert B. Parker
2023 J jnl
Scalable Parallel Nonlinear Optimization with PyNumero and Parapint.
INFORMS J. Comput.
Jose S. Rodriguez, Robert B. Parker, Carl D. Laird, Bethany Nicholson, John D. Siirola, Michael Bynum
2022 J jnl
An implicit function formulation for optimization of discretized index-1 differential algebraic systems.
Comput. Chem. Eng.
Robert B. Parker, Bethany Nicholson, John D. Siirola, Carl D. Laird, Lorenz T. Biegler