Works (19)
Updated: April 18th, 2023 07:44
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.
author keywords: analysis of algorithms; simulation; design of experiments; efficiency
Sources: ORCID, Web Of Science
Added: January 6, 2023
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.
author keywords: simulation optimization; solvers; experimental design; common random numbers
Sources: ORCID, Web Of Science
Added: March 10, 2023
2022 article
Improved feature selection with simulation optimization
Shashaani, S., & Vahdat, K. (2022, May 30). OPTIMIZATION AND ENGINEERING, Vol. 5.
author keywords: Stochastic error analysis; Adaptive sampling; Predictive accuracy; Data-driven dependence; Reliability
Sources: ORCID, Web Of Science
Added: June 4, 2022
2022 chapter
Personalized Predictions for Unplanned Urinary Tract Infection Hospitalizations with Hierarchical Clustering
In Springer Proceedings in Business and Economics (pp. 453–465).
Source: ORCID
Added: January 29, 2021
2022 conference paper
Robust Simulation Optimization with Stratification
2022 Winter Simulation Conference (WSC).
Source: ORCID
Added: April 8, 2023
2021 conference paper
Improved Complexity Of Trust-Region Optimization For Zeroth-Order Stochastic Oracles with Adaptive Sampling
2021 Winter Simulation Conference (WSC).
Source: ORCID
Added: March 30, 2022
2021 conference paper
Non-Parametric Uncertainty Bias and Variance Estimation via Nested Bootstrapping and Influence Functions
2021 Winter Simulation Conference (WSC).
Source: ORCID
Added: March 30, 2022
2021 conference paper
Parameter Calibration with Stratified Adaptive Stochastic Trust-region Optimization
INFORMS Workshop on Quality, Statistics, and Reliability.
Source: ORCID
Added: August 7, 2021
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
Source: ORCID
Added: August 7, 2021
2020 article
A SIMULATION OPTIMIZATION APPROACH FOR MANAGING PRODUCT TRANSITIONS IN MULTISTAGE PRODUCTION LINES
2020 WINTER SIMULATION CONFERENCE (WSC), pp. 1730–1741.
Sources: ORCID, Web Of Science
Added: August 7, 2021
2020 article
SIMULATION OPTIMIZATION BASED FEATURE SELECTION, A STUDY ON DATA-DRIVEN OPTIMIZATION WITH INPUT UNCERTAINTY
2020 WINTER SIMULATION CONFERENCE (WSC), pp. 2149–2160.
Sources: ORCID, Web Of Science
Added: August 7, 2021
2020 conference paper
Traffic Signal Control Simulation and Optimization
Winter Simulation Conference.
Source: ORCID
Added: January 29, 2021
2019 conference paper
ASTRO for Derivative-Based Stochastic Optimization: Algorithm Description & Numerical Experiments
2019 Winter Simulation Conference (WSC).
Source: ORCID
Added: March 23, 2020
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).
author keywords: Drinking water distribution systems; Replacement and rehabilitation planning; Asset management; Statistical modeling; Risk prioritization
Sources: Web Of Science, ORCID
Added: May 6, 2019
2018 journal article
ASTRO-DF: A Class of Adaptive Sampling Trust-Region Algorithms for Derivative-Free Stochastic Optimization
SIAM Journal on Optimization.
author keywords: derivative-free optimization; simulation optimization; stochastic optimization; trust region
arxiv.org (repository)
Source: ORCID
Added: October 10, 2019
2018 journal article
Multi-Stage Prediction for Zero-Inflated Hurricane Induced Power Outages
IEEE Access, 6, 62432–62449.
author keywords: Power system analysis computing; data analysis; predictive models; risk analysis
Source: ORCID
Added: October 10, 2019
2016 conference paper
ASTRO-DF: Adaptive sampling trust-region optimization algorithms, heuristics, and numerical experience
2016 Winter Simulation Conference (WSC).
Source: ORCID
Added: October 10, 2019
2013 journal article
A Simulation Optimization Approach to Epidemic Forecasting
PLoS ONE.
Source: ORCID
Added: October 10, 2019
2011 journal article
Single-machine batch scheduling minimizing weighted flow times and delivery costs
Applied Mathematical Modelling.
author keywords: Scheduling; Single machine; Batch delivery; Branch-and-bound; Weighted flow times
Source: ORCID
Added: October 10, 2019
Employment
Updated: November 16th, 2021 07:59
2019 - present
North Carolina State University Raleigh, NC, US
Assistant Prof. and Associate Faculty of Operations Research Graduate Program
Industrial and Systems Engineering
2016 - 2018
University of Michigan Ann Arbor, MI, US
Research Fellow
Industrial and Operations Engineering
Education
Updated: January 14th, 2019 10:18
2014 - 2016
Purdue University West Lafayette, IN, US
PhD
Industrial Engineering
