Publications
S. Dezfulian, A. Waechter, On the Convergence of Interior-Point Methods for Bound-Constrained Nonlinear Optimization Problems with Noise, (arXiv link).
F. E. Curtis, S. Dezfulian, A. Waechter, Derivative-free bound-constrained optimization for solving structured problems with surrogate models, Optimization Methods and Software, 2024.
S. Dezfulian, Y. Ghaedsharaf, N. Motee, Performance Analysis and Optimal Design of Time-Delay Directed Consensus Networks, IEEE Transactions on Control of Network Systems, 2021.
S. Dezfulian, Y. Ghaedsharaf, N.Motee, On Performance of Time-Delay Linear Consensus Networks with Directed Interconnection Topologies, in Proceedings of the 2018 American Control Conference, Milwaukee, WI, June 2018.
Presentations
S. Dezfulian, A. Waechter, An Interior Point Method for Bound-Constrained Nonlinear Optimization Problems with Noise, INFORMS Annual Meeting, Phoenix, AZ, October 2023.
S. Dezfulian, J. Nocedal, A. Waechter, An Interior Point Method for Nonlinear Optimization Problems with Noise, SIAM Conference on Optimization, Seattle, WA, June 2023.
S. Dezfulian, J. Nocedal, A. Waechter, An Interior Point Method for Nonlinear Optimization Problems with Noise, INFORMS Annual Meeting, Indianapolis, IN, October 2022.
S. Dezfulian, F. E. Curtis, A. Waechter, Exploiting Prior Function Evaluations in Derivative-Free Optimization, International Conference on Continuous Optimization, Bethlehem, PA, July 2022.
S. Dezfulian, F. E. Curtis, A. Waechter, A Derivative-free Algorithm For Least-squares That Exploits Prior Simulation Outputs, INFORMS Optimization Society Conference, Greenville, SC, March 2022.
S. Dezfulian, F. E. Curtis, A. Waechter, A Derivative-free Algorithm For Least-squares That Exploits Prior Simulation Outputs, INFORMS Annual Meeting, Anaheim, CA, October 2021.
S. Dezfulian, Y. Ghaedsharaf, N. Motee. Design of Time-Delay Directed Dynamical Networks. Modeling and Optimization: Theory and Applications (MOPTA), Bethlehem, PA, August 2018.