Johannes O. Royset

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 36

Top Topics

Optimization Problems

Constrained Optimization

Statistical Estimation

Top Venues

J. Optim. Theory Appl.

Publications

Louis L. Chen, Bobbie Chern, Eric Eckstrand, Amogh Mahapatra, Johannes O. Royset
Mitigating the Impact of Labeling Errors on Training via Rockafellian Relaxation. CoRR (2024)
Young In Kim, Pratiksha Agrawal, Johannes O. Royset, Rajiv Khanna
On Memorization and Privacy risks of Sharpness Aware Minimization. CoRR (2023)
Johannes O. Royset
Consistent approximations in composite optimization. Math. Program. 201 (1) (2023)
Johannes O. Royset
On robustness in nonconvex optimization with application to defense planning. Oper. Res. Lett. 51 (1) (2023)
Miguel A. Lejeune, Johannes O. Royset, Wenbo Ma
Multi-Agent Search for a Moving and Camouflaging Target. CoRR (2023)
Johannes O. Royset, Miguel A. Lejeune
Risk-Adaptive Local Decision Rules. CoRR (2023)
Ji-Eun Byun, Welington de Oliveira, Johannes O. Royset
S-BORM: Reliability-based optimization of general systems using buffered optimization and reliability method. Reliab. Eng. Syst. Saf. 236 (2023)
Peng Chen, Johannes O. Royset
Performance Bounds for PDE-Constrained Optimization under Uncertainty. SIAM J. Optim. 33 (3) (2023)
Kelson J. McCollum, Nathaniel D. Bastian, Johannes O. Royset
Towards Robust Learning using Diametrical Risk Minimization for Network Intrusion Detection. DSC (2023)
Matthew D. Norton, Johannes O. Royset
Diametrical Risk Minimization: theory and computations. Mach. Learn. 112 (8) (2023)
Steven M. Warner, Johannes O. Royset
Optimizing Surveillance Satellites for the Synthetic Theater Operations Research Model. CoRR (2022)
Johannes O. Royset
Consistent Approximations in Composite Optimization. CoRR (2022)
Johannes O. Royset
On Robustness in Nonconvex Optimization with Application to Defense Planning. CoRR (2022)
Johannes O. Royset
Risk-Adaptive Approaches to Learning and Decision Making: A Survey. CoRR (2022)
Louis L. Chen, Johannes O. Royset
Rockafellian Relaxation in Optimization under Uncertainty: Asymptotically Exact Formulations. CoRR (2022)
Franco Peschiera, Robert Dell, Johannes O. Royset, Alain Haït, Nicolas Dupin, Olga Battaïa
A novel solution approach with ML-based pseudo-cuts for the Flight and Maintenance Planning problem. OR Spectr. 43 (3) (2021)
Johannes O. Royset, Ji-Eun Byun
Gradients and subgradients of buffered failure probability. Oper. Res. Lett. 49 (6) (2021)
Anirban Chaudhuri, Boris Kramer, Matthew Norton, Johannes O. Royset, Karen Willcox
Certifiable Risk-Based Engineering Design Optimization. CoRR (2021)
Johannes O. Royset, Ji-Eun Byun
Gradients and Subgradients of Buffered Failure Probability. CoRR (2021)
Johannes O. Royset
Good and Bad Optimization Models: Insights from Rockafellians. CoRR (2021)
Johannes O. Royset
Stability and Error Analysis for Optimization and Generalized Equations. SIAM J. Optim. 30 (1) (2020)
Johannes O. Royset
Approximations of semicontinuous functions with applications to stochastic optimization and statistical estimation. Math. Program. 184 (1) (2020)
Michael D. Teter, Johannes O. Royset, Alexandra M. Newman
Modeling uncertainty of expert elicitation for use in risk-based optimization. Ann. Oper. Res. 280 (1-2) (2019)
Johannes O. Royset, Roger J.-B. Wets
Lopsided convergence: an extension and its quantification. Math. Program. 177 (1-2) (2019)
Matthew Norton, Johannes O. Royset
Diametrical Risk Minimization: Theory and Computations. CoRR (2019)
Johannes O. Royset
Preface. Math. Program. 174 (1-2) (2019)
Johannes O. Royset
Approximations and solution estimates in optimization. Math. Program. 170 (2) (2018)
Brice Assimizele, Johannes O. Royset, Robin T. Bye, Johan Oppen
Preventing environmental disasters from grounding accidents: A case study of tugboat positioning along the Norwegian coast. J. Oper. Res. Soc. 69 (11) (2018)
R. Tyrrell Rockafellar, Johannes O. Royset
Superquantile/CVaR risk measures: second-order theory. Ann. Oper. Res. 262 (1) (2018)
Johannes O. Royset, Roger J.-B. Wets
On univariate function identification problems. Math. Program. 168 (1-2) (2018)
Johannes O. Royset, Roger J.-B. Wets
Variational Theory for Optimization under Stochastic Ambiguity. SIAM J. Optim. 27 (2) (2017)
Joseph Foraker, Johannes O. Royset, Isaac Kaminer
Search-Trajectory Optimization: Part I, Formulation and Theory. J. Optim. Theory Appl. 169 (2) (2016)
Chris Phelps, Johannes O. Royset, Qi Gong
Optimal Control of Uncertain Systems Using Sample Average Approximations. SIAM J. Control. Optim. 54 (1) (2016)
Joseph Foraker, Johannes O. Royset, Isaac Kaminer
Search-Trajectory Optimization: Part II, Algorithms and Computations. J. Optim. Theory Appl. 169 (2) (2016)
Johannes O. Royset, Roger J.-B. Wets
Optimality Functions and Lopsided Convergence. J. Optim. Theory Appl. 169 (3) (2016)
Johannes O. Royset
Preface. J. Optim. Theory Appl. 169 (3) (2016)
Johannes O. Royset, Roger J.-B. Wets
Fusion of hard and soft information in nonparametric density estimation. Eur. J. Oper. Res. 247 (2) (2015)
R. Tyrrell Rockafellar, Johannes O. Royset
Measures of Residual Risk with Connections to Regression, Risk Tracking, Surrogate Models, and Ambiguity. SIAM J. Optim. 25 (2) (2015)
R. Tyrrell Rockafellar, Johannes O. Royset
Random variables, monotone relations, and convex analysis. Math. Program. 148 (1-2) (2014)
R. Terry Rockafellar, Johannes O. Royset, S. I. Miranda
Superquantile regression with applications to buffered reliability, uncertainty quantification, and conditional value-at-risk. Eur. J. Oper. Res. 234 (1) (2014)
Chris Phelps, Qi Gong, Johannes O. Royset, Claire Walton, Isaac Kaminer
Consistent approximation of a nonlinear optimal control problem with uncertain parameters. Autom. 50 (12) (2014)
Chris Phelps, Johannes O. Royset, Qi Gong
Sample average approximations in optimal control of uncertain systems. CDC (2013)
Johannes O. Royset
On sample size control in sample average approximations for solving smooth stochastic programs. Comput. Optim. Appl. 55 (2) (2013)
Dashi I. Singham, Johannes O. Royset, Roger J.-B. Wets
Density estimation of simulation output using exponential epi-splines. WSC (2013)
Johannes O. Royset, Roberto Szechtman
Optimal Budget Allocation for Sample Average Approximation. Oper. Res. 61 (3) (2013)
Johannes O. Royset, E. Y. Pee
Rate of Convergence Analysis of Discretization and Smoothing Algorithms for Semiinfinite Minimax Problems. J. Optim. Theory Appl. 155 (3) (2012)
Chris Phelps, Qi Gong, Johannes O. Royset, Isaac Kaminer
Consistent approximation of an optimal search problem. CDC (2012)
Johannes O. Royset
Optimality functions in stochastic programming. Math. Program. 135 (1-2) (2012)
Moshe Kress, Johannes O. Royset, Nir Rozen
The eye and the fist: Optimizing search and interdiction. Eur. J. Oper. Res. 220 (2) (2012)
Hoam Chung, Elijah Polak, Johannes O. Royset, S. Shankar Sastry
Optimal periodic patrolling trajectories of UUVs guarding a channel. ACC (2011)
E. Y. Pee, Johannes O. Royset
On Solving Large-Scale Finite Minimax Problems Using Exponential Smoothing. J. Optim. Theory Appl. 148 (2) (2011)
R. Tyrrell Rockafellar, Johannes O. Royset
On buffered failure probability in design and optimization of structures. Reliab. Eng. Syst. Saf. 95 (5) (2010)
Timothy H. Chung, Moshe Kress, Johannes O. Royset
Probabilistic search optimization and mission assignment for heterogeneous autonomous agents. ICRA (2009)
W. Matthew Carlyle, Johannes O. Royset, R. Kevin Wood
Lagrangian relaxation and enumeration for solving constrained shortest-path problems. Networks 52 (4) (2008)
Johannes O. Royset, R. Kevin Wood
Solving the Bi-Objective Maximum-Flow Network-Interdiction Problem. INFORMS J. Comput. 19 (2) (2007)
Elijah Polak, Johannes O. Royset
On the Use of Augmented Lagrangians in the Solution of Generalized Semi-Infinite Min-Max Problems. Comput. Optim. Appl. 31 (2) (2005)
Johannes O. Royset, Elijah Polak, Armen Der Kiureghian
Adaptive Approximations and Exact Penalization for the Solution of Generalized Semi-infinite Min-Max Problems. SIAM J. Optim. 14 (1) (2003)
Elijah Polak, Johannes O. Royset
An algorithm for generalized semi-infinite min-max problems using exact penalties. CDC (2002)
Johannes O. Royset, Armen Der Kiureghian, Elijah Polak
Reliability-based optimal structural design by the decoupling approach. Reliab. Eng. Syst. Saf. 73 (3) (2001)