Robert B. Parker

According to our database, Robert B. Parker authored at least 13 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Frequency Stability Constraints in Economic Dispatch: Electricity Market Insights using a Neural Network Surrogate Modeling Approach.

Manuel Garcia, Nicole LoGiudice, Robert B. Parker, Russell Bent

Proceedings of the 59th Hawaii International Conference on System Sciences, 2026

2025

A General and Streamlined Differentiable Optimization Framework.

Andrew W. Rosemberg, Joaquim Dias Garcia, François Pacaud, Robert B. Parker, Benoît Legat, Kaarthik Sundar, Russell Bent, Pascal Van Hentenryck

CoRR, October, 2025

Nonlinear Optimization with GPU-Accelerated Neural Network Constraints.

Robert B. Parker, Oscar Dowson, Nicole LoGiudice, Manuel Garcia, Russell Bent

CoRR, September, 2025

MathOptAI.jl: Embed trained machine learning predictors into JuMP models.

Oscar Dowson, Robert B. Parker, Russell Bent

CoRR, July, 2025

Multistage Economic MPC for Systems with a Cyclic Steady State: A Gas Network Case Study.

Sakshi Naik, Lavinia Marina Paola Ghilardi, Robert B. Parker, Lorenz T. Biegler

CoRR, March, 2025

Variable aggregation for nonlinear optimization problems.

Sakshi Naik, Lorenz T. Biegler, Russell Bent, Robert B. Parker

CoRR, February, 2025

2024

Formulations and scalability of neural network surrogates in nonlinear optimization problems.

Robert B. Parker, Oscar Dowson, Nicole LoGiudice, Manuel Garcia, Russell Bent

CoRR, 2024

Applications of Lifted Nonlinear Cuts to Convex Relaxations of the AC Power Flow Equations.

Sergio I. Bugosen, Robert B. Parker, Carleton Coffrin

CoRR, 2024

Managing power balance and reserve feasibility in the AC unit commitment problem.

Robert B. Parker, Carleton Coffrin

CoRR, 2024

2023

Applications of the Dulmage-Mendelsohn decomposition for debugging nonlinear optimization problems.

Robert B. Parker, Bethany Nicholson, John D. Siirola, Lorenz T. Biegler

Comput. Chem. Eng., October, 2023

Scalable Parallel Nonlinear Optimization with PyNumero and Parapint.

Jose S. Rodriguez, Robert B. Parker, Carl D. Laird, Bethany Nicholson, John D. Siirola, Michael Bynum

INFORMS J. Comput., 2023

Chemical process flowsheet optimization with full space, surrogate, and implicit formulations of a Gibbs reactor.

Sergio I. Bugosen, Carl D. Laird, Robert B. Parker

CoRR, 2023

2022

An implicit function formulation for optimization of discretized index-1 differential algebraic systems.

Robert B. Parker, Bethany Nicholson, John D. Siirola, Carl D. Laird, Lorenz T. Biegler

Comput. Chem. Eng., 2022