Barry L. Nelson

Orcid: 0000-0002-1325-2624

According to our database1, Barry L. Nelson authored at least 195 papers between 1983 and 2024.

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Bibliography

2024
A spline function method for modelling and generating a nonhomogeneous poisson process.
J. Simulation, July, 2024

Parallel Adaptive Survivor Selection.
Oper. Res., 2024

2023
Using Cache or Credit for Parallel Ranking and Selection.
ACM Trans. Model. Comput. Simul., October, 2023

Stochastic simulation uncertainty analysis to accelerate flexible biomanufacturing process development.
Eur. J. Oper. Res., 2023

Tracking and Detecting Systematic Errors in Digital Twins.
Proceedings of the Winter Simulation Conference, 2023

2022
Plausible Screening Using Functional Properties for Simulations with Large Solution Spaces.
Oper. Res., November, 2022

A multi-fidelity modelling approach for airline disruption management using simulation.
J. Oper. Res. Soc., 2022

Meaningful sensitivities: A new family of simulation sensitivity measures.
IISE Trans., 2022

Object-Oriented Implementation and Parallelization of the Rapid Gaussian Markov Improvement Algorithm.
Proceedings of the Winter Simulation Conference, 2022

Let's Do Ranking & Selection.
Proceedings of the Winter Simulation Conference, 2022

A Classification Method for Ranking and Selection with Covariates.
Proceedings of the Winter Simulation Conference, 2022

2021
Rapid Discrete Optimization via Simulation with Gaussian Markov Random Fields.
INFORMS J. Comput., 2021

Reducing Simulation Input-Model Risk via Input Model Averaging.
INFORMS J. Comput., 2021

Sensitivity Analysis in Clinical Trial Simulation At Sas Institute.
Proceedings of the Winter Simulation Conference, 2021

Flat Chance! Using Stochastic Gradient Estimators to Assess Plausible Optimality for Convex Functions.
Proceedings of the Winter Simulation Conference, 2021

2020
Uncertainty Quantification in Vehicle Content Optimization for General Motors.
INFORMS J. Appl. Anal., 2020

Online Risk Monitoring Using Offline Simulation.
INFORMS J. Comput., 2020

Evaluation of bi-Pass for Parallel Simulation Optimization.
Proceedings of the Winter Simulation Conference, 2020

The Ease of Fitting but Futility of Testing a Nonstationary Poisson Processes from One Sample Path.
Proceedings of the Winter Simulation Conference, 2020

Metric Learning for Simulation Analytics.
Proceedings of the Winter Simulation Conference, 2020

Revisiting Subset Selection.
Proceedings of the Winter Simulation Conference, 2020

2019
Input-Output Uncertainty Comparisons for Discrete Optimization via Simulation.
Oper. Res., 2019

Gaussian Markov Random Fields for Discrete Optimization via Simulation: Framework and Algorithms.
Oper. Res., 2019

Generalized Integrated Brownian Fields for Simulation Metamodeling.
Oper. Res., 2019

Virtual Statistics in Simulation via k Nearest Neighbors.
INFORMS J. Comput., 2019

Detecting bias due to input modelling in computer simulation.
Eur. J. Oper. Res., 2019

A Spline-Based Method for Modelling and Generating A Nonhomogeneous Poisson Process.
Proceedings of the 2019 Winter Simulation Conference, 2019

Estimating Sensitivity to Input Model Variance.
Proceedings of the 2019 Winter Simulation Conference, 2019

2018
Variance and Derivative Estimation of Virtual Performance.
ACM Trans. Model. Comput. Simul., 2018

Multi-fidelity simulation optimisation for Airline Disruption Management.
Proceedings of the 2018 Winter Simulation Conference, 2018

Plausible Optima.
Proceedings of the 2018 Winter Simulation Conference, 2018

A New Framework for Parallel Ranking & Selection using an adaptive Standard.
Proceedings of the 2018 Winter Simulation Conference, 2018

Better input Modeling via Model averaging.
Proceedings of the 2018 Winter Simulation Conference, 2018

Unbiased Metamodeling via likelihood ratios.
Proceedings of the 2018 Winter Simulation Conference, 2018

2017
Replicated Computations Results (RCR) Report for "Green Simulation: Reusing the Output of Repeated Experiments".
ACM Trans. Model. Comput. Simul., 2017

Technical Note: The MAPt/Pht/∞ Queueing System and Multiclass [MAPt/Pht/∞]K Queueing Network.
INFORMS J. Comput., 2017

Computational methods for optimization via simulation using Gaussian Markov Random Fields.
Proceedings of the 2017 Winter Simulation Conference, 2017

Simulation-based predictive analytics for dynamic queueing systems.
Proceedings of the 2017 Winter Simulation Conference, 2017

WSC 2067: What are the chances?
Proceedings of the 2017 Winter Simulation Conference, 2017

Variance and derivative estimation for virtual performance in simulation analytics.
Proceedings of the 2017 Winter Simulation Conference, 2017

2016
Multivariate Input Uncertainty in Output Analysis for Stochastic Simulation.
ACM Trans. Model. Comput. Simul., 2016

Moving Least Squares Regression for High-Dimensional Stochastic Simulation Metamodeling.
ACM Trans. Model. Comput. Simul., 2016

Shapley Effects for Global Sensitivity Analysis: Theory and Computation.
SIAM/ASA J. Uncertain. Quantification, 2016

'Some tactical problems in digital simulation' for the next 10 years.
J. Simulation, 2016

Indifference-Zone-Free Selection of the Best.
Oper. Res., 2016

Technology transfer of simulation analysis methodology: One man's opinion.
Proceedings of the Winter Simulation Conference, 2016

Input uncertainty quantification for simulation models with piecewise-constant non-stationary Poisson arrival processes.
Proceedings of the Winter Simulation Conference, 2016

Simulation analytics for virtual statistics via k nearest neighbors.
Proceedings of the Winter Simulation Conference, 2016

A simulation analytics approach to dynamic risk monitoring.
Proceedings of the Winter Simulation Conference, 2016

2015
Single-experiment input uncertainty.
J. Simulation, 2015

Fully Sequential Procedures for Large-Scale Ranking-and-Selection Problems in Parallel Computing Environments.
Oper. Res., 2015

Chance Constrained Selection of the Best.
INFORMS J. Comput., 2015

Do we need a national research agenda for modeling and simulation?
Proceedings of the 2015 Winter Simulation Conference, 2015

Input uncertainty and indifference-zone ranking & selection.
Proceedings of the 2015 Winter Simulation Conference, 2015

Estimating and interpreting the waiting time for customers arriving to a non-stationary queueing system.
Proceedings of the 2015 Winter Simulation Conference, 2015

Computational improvements in bootstrap ranking & selection procedures via multiple comparison with the best.
Proceedings of the 2015 Winter Simulation Conference, 2015

2014
A Bayesian Framework for Quantifying Uncertainty in Stochastic Simulation.
Oper. Res., 2014

Quantifying Input Uncertainty via Simulation Confidence Intervals.
INFORMS J. Comput., 2014

Statistical uncertainty analysis for stochastic simulation with dependent input models.
Proceedings of the 2014 Winter Simulation Conference, 2014

Input uncertainty quantification: advanced tutorial.
Proceedings of the 2014 Winter Simulation Conference, 2014

Discrete optimization via simulation using gaussian markov random fields.
Proceedings of the 2014 Winter Simulation Conference, 2014

Bootstrap ranking & selection revisited.
Proceedings of the 2014 Winter Simulation Conference, 2014

Simulation optimization: a panel on the state of the art in research and practice.
Proceedings of the 2014 Winter Simulation Conference, 2014

2013
Enhancing Stochastic Kriging Metamodels with Gradient Estimators.
Oper. Res., 2013

An Adaptive Hyperbox Algorithm for High-Dimensional Discrete Optimization via Simulation Problems.
INFORMS J. Comput., 2013

Modeling and simulation grand challenges: An OR/MS perspective.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

A quicker assessment of input uncertainty.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

The simulation Curmudgeon.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Keynote address.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

2012
The effects of common random numbers on stochastic kriging metamodels.
ACM Trans. Model. Comput. Simul., 2012

Moving least squares regression for high dimensional simulation metamodeling.
Proceedings of the Winter Simulation Conference, 2012

Stochastic kriging for conditional value-at-risk and its sensitivities.
Proceedings of the Winter Simulation Conference, 2012

A quick assessment of input uncertainty.
Proceedings of the Winter Simulation Conference, 2012

2011
Modelling and simulating non-stationary arrival processes to facilitate analysis.
J. Simulation, 2011

Relative error stochastic kriging.
Proceedings of the Winter Simulation Conference 2011, 2011

Thirty years of "batch size effects".
Proceedings of the Winter Simulation Conference 2011, 2011

2010
Industrial strength COMPASS: A comprehensive algorithm and software for optimization via simulation.
ACM Trans. Model. Comput. Simul., 2010

Speeding up COMPASS for high-dimensional discrete optimization via simulation.
Oper. Res. Lett., 2010

A Confidence Interval Procedure for Expected Shortfall Risk Measurement via Two-Level Simulation.
Oper. Res., 2010

Stochastic Kriging for Simulation Metamodeling.
Oper. Res., 2010

Using Simulation Early in the Design of a Fuel Injector Production Line.
Interfaces, 2010

Improving the Efficiency and Efficacy of Controlled Sequential Bifurcation for Simulation Factor Screening.
INFORMS J. Comput., 2010

Empirical stochastic branch-and-bound for optimization via simulation.
Proceedings of the 2010 Winter Simulation Conference, 2010

The influence of correlation functions on stochastic kriging metamodels.
Proceedings of the 2010 Winter Simulation Conference, 2010

An efficient simulation procedure for point estimation of expected shortfall.
Proceedings of the 2010 Winter Simulation Conference, 2010

Simulation on demand for pricing many securities.
Proceedings of the 2010 Winter Simulation Conference, 2010

Common random numbers and stochastic kriging.
Proceedings of the 2010 Winter Simulation Conference, 2010

Bootstrapping-based fixed-width confidence intervals for ranking and selection.
Proceedings of the 2010 Winter Simulation Conference, 2010

A framework for input uncertainty analysis.
Proceedings of the 2010 Winter Simulation Conference, 2010

Discrete-Event System Simulation, 5th New Internatinal Edition.
Pearson Education, ISBN: 978-1-292-02437-0, 2010

2009
Transforming Renewal Processes for Simulation of Nonstationary Arrival Processes.
INFORMS J. Comput., 2009

How Simulation Languages Should Report Results: A Modest Proposal.
Proceedings of the 2009 Winter Simulation Conference, 2009

A Brief Introduction to Optimization via Simulation.
Proceedings of the 2009 Winter Simulation Conference, 2009

Simulation Fusion.
Proceedings of the 2009 Winter Simulation Conference, 2009

09181 Executive Summary - Sampling-based Optimization in the Presence of Uncertainty.
Proceedings of the Sampling-based Optimization in the Presence of Uncertainty, 26.04., 2009

09181 Abstracts Collection - Sampling-based Optimization in the Presence of Uncertainty.
Proceedings of the Sampling-based Optimization in the Presence of Uncertainty, 26.04., 2009

2008
Variance-based sampling for simulating cycle time - throughput curves using simulation-based estimates.
J. Simulation, 2008

Estimating Cycle Time Percentile Curves for Manufacturing Systems via Simulation.
INFORMS J. Comput., 2008

Evaluation of the ARTAFIT Method for Fitting Time-Series Input Processes for Simulation.
INFORMS J. Comput., 2008

Panel discussion: What makes good research in modeling and simulation: Assessing the quality, success, and utility of M&S research.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

The more plot: Displaying measures of risk & error from simulation output.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

Response surface methodology for simulating hedging and trading strategies.
Proceedings of the 2008 Winter Simulation Conference, Global Gateway to Discovery, 2008

2007
A framework for locally convergent random-search algorithms for discrete optimization via simulation.
ACM Trans. Model. Comput. Simul., 2007

Simulation of Coherent Risk Measures Based on Generalized Scenarios.
Manag. Sci., 2007

Metamodeling for cycle time-throughput-product mix surfaces using progressive model fitting.
Proceedings of the Winter Simulation Conference, 2007

A confidence interval for tail conditional expectation via two-level simulation.
Proceedings of the Winter Simulation Conference, 2007

Recent advances in ranking and selection.
Proceedings of the Winter Simulation Conference, 2007

Methods for selecting the best system (1991).
Proceedings of the Winter Simulation Conference, 2007

Fortieth anniversary special panel: Landmark papers.
Proceedings of the Winter Simulation Conference, 2007

Using quantiles in ranking and selection procedures.
Proceedings of the Winter Simulation Conference, 2007

2006
Control variates for screening, selection, and estimation of the best.
ACM Trans. Model. Comput. Simul., 2006

Controlled Sequential Bifurcation: A New Factor-Screening Method for Discrete-Event Simulation.
Oper. Res., 2006

On the Asymptotic Validity of Fully Sequential Selection Procedures for Steady-State Simulation.
Oper. Res., 2006

Discrete Optimization via Simulation Using COMPASS.
Oper. Res., 2006

A sequential procedure for neighborhood selection-of-the-best in optimization via simulation.
Eur. J. Oper. Res., 2006

Combined ranking and selection with control variates.
Proceedings of the Winter Simulation Conference WSC 2006, 2006

An adaptive procedure for estimating coherent risk measures based on generalized scenarios.
Proceedings of the Winter Simulation Conference WSC 2006, 2006

Chapter 17 Selecting the Best System.
Proceedings of the Simulation, 2006

Chapter 1 Stochastic Computer Simulation.
Proceedings of the Simulation, 2006

Dedication.
Proceedings of the Simulation, 2006

Chapter 15 Correlation-Based Methods for Output Analysis.
Proceedings of the Simulation, 2006

2005
Dispatching vehicles in a mega container terminal.
OR Spectr., 2005

Fitting Time-Series Input Processes for Simulation.
Oper. Res., 2005

Efficient generation of cycle time-throughput curves through simulation and metamodeling.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

Estimation of percentiles of cycle time in manufacturing simulation.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

Cycle-time quantile estimation in manufacturing systems employing dispatching rules.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

Statistical selection of the best system.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

05281 Abstracts Collection - Simulation & Scheduling: Companions or Competitors for Improving the Performance of Manufacturing Systems.
Proceedings of the Simulation & Scheduling: Companions or Competitors for Improving the Performance of Manufacturing Systems, 2005

05281 Executive Summary - Simulation & Scheduling: Companions or Competitors for Improving the Performance of Manufacturing Systems.
Proceedings of the Simulation & Scheduling: Companions or Competitors for Improving the Performance of Manufacturing Systems, 2005

2004
50th ANNIVERSARY ARTICLE: Stochastic Simulation Research in Management Science.
Manag. Sci., 2004

The [<i>Pht/Pht/</i>infinity]<sup>K</sup> Queueing System: Part II - The Multiclass Network.
INFORMS J. Comput., 2004

The <i>Ph<sub>t</sub>/Ph<sub>t</sub>/</i>infinity Queueing System: Part I - The Single Node.
INFORMS J. Comput., 2004

An Odds-Ratio Indifference-Zone Selection Procedure for Bernoulli Populations.
Proceedings of the 36th conference on Winter simulation, 2004

Simulation of Coherent Risk Measures.
Proceedings of the 36th conference on Winter simulation, 2004

Nonlinear Regression Fits for Simulated Cycle Time vs. Throughput Curves for Semicondutor Manufacturing.
Proceedings of the 36th conference on Winter simulation, 2004

2003
A combined procedure for optimization via simulation.
ACM Trans. Model. Comput. Simul., 2003

Guest editorial.
ACM Trans. Model. Comput. Simul., 2003

Modeling and generating multivariate time-series input processes using a vector autoregressive technique.
ACM Trans. Model. Comput. Simul., 2003

Using Ranking and Selection to "Clean Up" after Simulation Optimization.
Oper. Res., 2003

Selecting the best system: selecting the best system: theory and methods.
Proceedings of the 35th Winter Simulation Conference: Driving Innovation, 2003

Indifference zone selection procedures: an indifference-zone selection procedure with minimum switching and sequential sampling.
Proceedings of the 35th Winter Simulation Conference: Driving Innovation, 2003

Issues on simulation and optimization I: controlled sequential bifurcation: a new factor-screening method for discrete-event simulation.
Proceedings of the 35th Winter Simulation Conference: Driving Innovation, 2003

Role of WSC in simulation, panel: panel session: the future of the Winter Simulation Conference.
Proceedings of the 35th Winter Simulation Conference: Driving Innovation, 2003

2002
Ranking and Selection for Steady-State Simulation: Procedures and Perspectives.
INFORMS J. Comput., 2002

Panel discussion on using simulation to teach probability: words and deeds: panel: using simulation to teach probability, session 1: words, session 2: deeds.
Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

Optimization via simulation: a combined procedure for optimization via simulation.
Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

Advanced input modeling: parameter estimation for ARTA processes.
Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

Input modeling: answers to the top ten input modeling questions.
Proceedings of the 34th Winter Simulation Conference: Exploring New Frontiers, 2002

Stochastic modeling - analysis and simulation (reprint from 1995).
Dover Publications, ISBN: 978-0-486-42569-6, 2002

2001
A fully sequential procedure for indifference-zone selection in simulation.
ACM Trans. Model. Comput. Simul., 2001

Comparisons with a Standard in Simulation Experiments.
Manag. Sci., 2001

Simple Procedures for Selecting the Best Simulated System When the Number of Alternatives is Large.
Oper. Res., 2001

Comparing systems via stochastic simulation: selection-of-the-best procedures for optimization via simulation.
Proceedings of the 33nd conference on Winter simulation, 2001

Statistical selection of the best system.
Proceedings of the 33nd conference on Winter simulation, 2001

Input modeling and its impact: modeling and generating multivariate time series with arbitrary marginals and autocorrelation structures.
Proceedings of the 33nd conference on Winter simulation, 2001

Panel: academic perspectives: various ways academics teach simulation: are they all appropriate?
Proceedings of the 33nd conference on Winter simulation, 2001

2000
Ranking and selection for steady-state simulation.
Proceedings of the 32nd conference on Winter simulation, 2000

1999
Evaluating the probability of a good selection.
Proceedings of the 31st conference on Winter simulation: Simulation, 1999

A ranking and selection project: experiences from a university-industry collaboration.
Proceedings of the 31st conference on Winter simulation: Simulation, 1999

1998
Automatic Modeling of File System Workloads Using Two-Level Arrival Processes.
ACM Trans. Model. Comput. Simul., 1998

Numerical Methods for Fitting and Simulating Autoregressive-to-Anything Processes.
INFORMS J. Comput., 1998

Input Modeling Tools for Complex Problems.
Proceedings of the 30th conference on Winter simulation, 1998

Statistical Screening, Selection, and Nultiple Comparison Procedures in Computer Simulation.
Proceedings of the 30th conference on Winter simulation, 1998

Accounting for Randomness in Heuristic Simulation Optimization.
Proceedings of the 12<sup>th</sup> European Simulation Multiconference - Simulation, 1998

1997
Approximation-assisted point estimation.
Oper. Res. Lett., 1997

1996
Autoregressive to anything: Time-series input processes for simulation.
Oper. Res. Lett., 1996

Modeling file-system input traces via a two-level arrival process.
Proceedings of the 28th conference on Winter simulation, 1996

A hybrid simulation-queueing module for modeling UNIX I/O in performance analysis.
Proceedings of the 28th conference on Winter simulation, 1996

Getting More from the Data in a Multinomial Selection Problem.
Proceedings of the 28th conference on Winter simulation, 1996

1995
Two-Stage Multiple Comparisons with the Best for Computer Simulation.
Oper. Res., 1995

Input Modeling When Simple Models Fail.
Proceedings of the 27th conference on Winter simulation, 1995

1994
Autoregressive-output-analysis methods revisited.
Ann. Oper. Res., 1994

A conceptual framework for simulation experiment design and analysis.
Proceedings of the 26th conference on Winter simulation, 1994

Ranking, selection and multiple comparisons in computer simulations.
Proceedings of the 26th conference on Winter simulation, 1994

1993
Multiple Comparisons with the Best for Steady-State Simulation.
ACM Trans. Model. Comput. Simul., 1993

Robust Multiple Comparisons Under Common Random Numbers.
ACM Trans. Model. Comput. Simul., 1993

Simultaneous ranking, selection and multiple comparisons for simulation.
Proceedings of the 25th Winter Simulation Conference, 1993

1992
Designing Efficient Simulation Experiments.
Proceedings of the 24th Winter Simulation Conference, 1992

Representation of User Transaction Processing Behavior with a State Transition Matrix.
Proceedings of the 24th Winter Simulation Conference, 1992

Evaluation of Tests for Initial-Condition Bias.
Proceedings of the 24th Winter Simulation Conference, 1992

1991
Using Common Random Numbers and Control Variates in Multiple-Comparison Procedures.
Oper. Res., 1991

Methods for selecting the best system.
Proceedings of the 23th Winter Simulation Conference, 1991

1990
Control Variate Remedies.
Oper. Res., 1990

Batch-size effects on simulation optimization using multiple comparisons with the best.
Proceedings of the 22th Winter Simulation Conference, 1990

1988
Automated estimation and variance reduction via control variates for infinite-horizon simulations.
Comput. Oper. Res., 1988

Multivariate estimation and variance reduction in terminating and steady-state simulation.
Proceedings of the 20th conference on Winter simulation, 1988

Optimization over a finite number of system designs with one-stage sampling and multiple comparisons with the best.
Proceedings of the 20th conference on Winter simulation, 1988

1987
On control variate estimators.
Comput. Oper. Res., 1987

Variance reduction for simulation practitioners.
Proceedings of the 19th conference on Winter simulation, 1987

Control variates for quantile estimation.
Proceedings of the 19th conference on Winter simulation, 1987

1986
Automated estimation and variance reduction for steady-state simulations.
Proceedings of the 18th conference on Winter simulation, 1986

1985
Hash Tables in Cray Blitz.
J. Int. Comput. Games Assoc., 1985

A decomposition approach to variance reduction.
Proceedings of the 17th conference on Winter simulation, 1985

1984
Sample space definition.
Proceedings of the 16th conference on Winter simulation, 1984

1983
Variance reduction: Basic transformations.
Proceedings of the 15th conference on Winter simulation, 1983


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