Research & Publications
Published Papers
Giovannelli, T., Kent, G. D., Vicente, L. N. (2024). "Bilevel Optimization with a Multi-Objective Lower-Level Problem: Risk-Neutral and Risk-Averse Formulations." Optimization Methods and Software.
Abramson, M. A., Kent, G. D., Smith, G. W. (2021). "Penetration Depth Between Two Convex Polyhedra: An Efficient Stochastic Global Optimization Approach." IEEE Transactions on Visualizations and Computer Graphics.
Submitted (Under Review) Papers
Giovannelli, T., Kent, G. D., Vicente, L. N. (2022). "Inexact Bilevel Stochastic Gradient Methods for Constrained and Unconstrained Lower-Level Problems." Submitted.
Working Papers
Giovannelli, T., Kent, G. D., Vicente, L. N. "Stochastic Algorithms for Solving Trilevel Optimization Problems." In-progress.
Master's Thesis
Kent, G. D. (2021). "On the Steepest Descent Method for Bilevel Optimization." Lehigh University.
Ph.D. Dissertation
Kent, G. D. "Stochastic Methods in Multi-Level and Multi-Objective Optimization". In-Progress.