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.

By: D. Eckman*, S. Henderson* & S. Shashaani

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.

By: D. Eckman*, S. Henderson* & S. Shashaani

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.

By: S. Shashaani & K. Vahdat

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).

By: L. Mao n, K. Vahdat, S. Shashaani & J. Swann n

Source: ORCID
Added: January 29, 2021

2022 conference paper

Robust Simulation Optimization with Stratification

2022 Winter Simulation Conference (WSC).

By: P. Jain n, S. Shashaani & E. Byon*

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).

By: Y. Ha, S. Shashaani & Q. Tran-Dinh

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).

By: K. Vahdat & S. Shashaani

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

By: P. Jain, S. Shashaani & E. Byon

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.

By: A. Manda, K. Gopalswamy, S. Shashaani & R. Uzsoy

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.

By: K. Vahdat & S. Shashaani

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).

By: T. Chen*, J. Beekman*, S. Guikema* & S. Shashaani

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
Source: ORCID
Added: October 10, 2019

2018 journal article

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

IEEE Access, 6, 62432–62449.

By: S. Shashaani, S. Guikema*, C. Zhai*, J. Pino* & S. Quiring*

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