2023 article
Diagnostic Tools for Evaluating and Comparing Simulation- Optimization Algorithms
Eckman, D. J., Henderson, S. G., & Shashaani, S. (2023, January 5). INFORMS JOURNAL ON COMPUTING, Vol. 1.
2023 article
SimOpt: A Testbed for Simulation-Optimization Experiments
Eckman, D. J., Henderson, S. G., & Shashaani, S. (2023, March 9). INFORMS JOURNAL ON COMPUTING, Vol. 3.
2022 article
Improved feature selection with simulation optimization
Shashaani, S., & Vahdat, K. (2022, May 30). OPTIMIZATION AND ENGINEERING, Vol. 5.
2022 chapter
Personalized Predictions for Unplanned Urinary Tract Infection Hospitalizations with Hierarchical Clustering
In Springer Proceedings in Business and Economics (pp. 453–465).
2022 conference paper
Robust Simulation Optimization with Stratification
2022 Winter Simulation Conference (WSC).
2021 conference paper
Improved Complexity Of Trust-Region Optimization For Zeroth-Order Stochastic Oracles with Adaptive Sampling
2021 Winter Simulation Conference (WSC).
2021 conference paper
Non-Parametric Uncertainty Bias and Variance Estimation via Nested Bootstrapping and Influence Functions
2021 Winter Simulation Conference (WSC).
2021 conference paper
Parameter Calibration with Stratified Adaptive Stochastic Trust-region Optimization
INFORMS Workshop on Quality, Statistics, and Reliability.
2021 conference paper
Wake Effect Calibration in Wind Power Systems with Adaptive Sampling Based Optimization
IISE Annual Conference Proceedings, 43–48. https://www.proquest.com/scholarly-journals/wake-effect-calibration-wind-power-systems-with/docview/2560890092
2020 article
A SIMULATION OPTIMIZATION APPROACH FOR MANAGING PRODUCT TRANSITIONS IN MULTISTAGE PRODUCTION LINES
2020 WINTER SIMULATION CONFERENCE (WSC), pp. 1730–1741.
2020 article
SIMULATION OPTIMIZATION BASED FEATURE SELECTION, A STUDY ON DATA-DRIVEN OPTIMIZATION WITH INPUT UNCERTAINTY
2020 WINTER SIMULATION CONFERENCE (WSC), pp. 2149–2160.
2020 conference paper
Traffic Signal Control Simulation and Optimization
Winter Simulation Conference.
2019 conference paper
ASTRO for Derivative-Based Stochastic Optimization: Algorithm Description & Numerical Experiments
2019 Winter Simulation Conference (WSC).
2019 journal article
Statistical Modeling in Absence of System Specific Data: Exploratory Empirical Analysis for Prediction of Water Main Breaks
JOURNAL OF INFRASTRUCTURE SYSTEMS, 25(2).
2018 journal article
ASTRO-DF: A Class of Adaptive Sampling Trust-Region Algorithms for Derivative-Free Stochastic Optimization
SIAM Journal on Optimization.
2018 journal article
Multi-Stage Prediction for Zero-Inflated Hurricane Induced Power Outages
IEEE Access, 6, 62432–62449.
2016 conference paper
ASTRO-DF: Adaptive sampling trust-region optimization algorithms, heuristics, and numerical experience
2016 Winter Simulation Conference (WSC).
2013 journal article
A Simulation Optimization Approach to Epidemic Forecasting
PLoS ONE.
2011 journal article
Single-machine batch scheduling minimizing weighted flow times and delivery costs
Applied Mathematical Modelling.
Updated: November 16th, 2021 07:59
2019 - present
2016 - 2018
Updated: January 14th, 2019 10:18
2014 - 2016