Sara Shashaani

Diagnostic Tools for Evaluating and Comparing Simulation-Optimization Algorithms

INFORMS Journal on Computing.

SimOpt: A Testbed for Simulation-Optimization Experiments

INFORMS Journal on Computing.

Improved feature selection with simulation optimization

Shashaani, S., & Vahdat, K. (2022, May 30). OPTIMIZATION AND ENGINEERING, Vol. 5.

Personalized Predictions for Unplanned Urinary Tract Infection Hospitalizations with Hierarchical Clustering

In Springer Proceedings in Business and Economics (pp. 453–465).

Improved Complexity Of Trust-Region Optimization For Zeroth-Order Stochastic Oracles with Adaptive Sampling

2021 Winter Simulation Conference (WSC).

Non-Parametric Uncertainty Bias and Variance Estimation via Nested Bootstrapping and Influence Functions

2021 Winter Simulation Conference (WSC).

Parameter Calibration with Stratified Adaptive Stochastic Trust-region Optimization

INFORMS Workshop on Quality, Statistics, and Reliability.

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

A SIMULATION OPTIMIZATION APPROACH FOR MANAGING PRODUCT TRANSITIONS IN MULTISTAGE PRODUCTION LINES

2020 WINTER SIMULATION CONFERENCE (WSC), pp. 1730–1741.

SIMULATION OPTIMIZATION BASED FEATURE SELECTION, A STUDY ON DATA-DRIVEN OPTIMIZATION WITH INPUT UNCERTAINTY

2020 WINTER SIMULATION CONFERENCE (WSC), pp. 2149–2160.

Traffic Signal Control Simulation and Optimization

Winter Simulation Conference.

ASTRO for Derivative-Based Stochastic Optimization: Algorithm Description & Numerical Experiments

2019 Winter Simulation Conference (WSC).

Statistical Modeling in Absence of System Specific Data: Exploratory Empirical Analysis for Prediction of Water Main Breaks

JOURNAL OF INFRASTRUCTURE SYSTEMS, 25(2).

ASTRO-DF: A Class of Adaptive Sampling Trust-Region Algorithms for Derivative-Free Stochastic Optimization

SIAM Journal on Optimization.

Multi-Stage Prediction for Zero-Inflated Hurricane Induced Power Outages

IEEE Access, 6, 62432–62449.

ASTRO-DF: Adaptive sampling trust-region optimization algorithms, heuristics, and numerical experience

2016 Winter Simulation Conference (WSC).

A Simulation Optimization Approach to Epidemic Forecasting

PLoS ONE.

Single-machine batch scheduling minimizing weighted flow times and delivery costs

Applied Mathematical Modelling.