• 4023 Citations
1983 …2019

Research output per year

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2019

Detecting bias due to input modelling in computer simulation

Morgan, L. E., Nelson, B. L., Titman, A. C. & Worthington, D. J., Dec 16 2019, In : European Journal of Operational Research. 279, 3, p. 869-881 13 p.

Research output: Contribution to journalArticle

1 Scopus citations

Gaussian markov random fields for discrete optimization via simulation: Framework and algorithms

Salemi, P. L., Song, E., Nelson, B. L. & Staum, J., Jan 2019, In : Operations Research. 67, 1, p. 250-266 17 p.

Research output: Contribution to journalArticle

1 Scopus citations

Generalized integrated Brownian fields for simulation metamodeling

Salemi, P., Staum, J. & Nelson, B. L., Jan 1 2019, In : Operations Research. 67, 3, p. 874-891 18 p.

Research output: Contribution to journalArticle

Input–output uncertainty comparisons for discrete optimization via simulation

Song, E. & Nelson, B. L., Jan 1 2019, In : Operations Research. 67, 2, p. 562-576 15 p.

Research output: Contribution to journalArticle

5 Scopus citations

Virtual statistics in simulation via k nearest neighbors

Lin, Y., Nelson, B. L. & Pei, L., Jan 1 2019, In : INFORMS Journal on Computing. 31, 3, p. 576-592 17 p.

Research output: Contribution to journalArticle

2018

Variance and derivative estimation of virtual performance

Lin, Y. & Nelson, B. L., Aug 2018, In : ACM Transactions on Modeling and Computer Simulation. 28, 3, A17.

Research output: Contribution to journalArticle

2017

Technical note: The MAPt/Pht/∞ queueing system and multiclass [MAPt/Pht/∞]K queueing network

Gerhardt, I., Nelson, B. L. & Taaffe, M. R., Mar 1 2017, In : INFORMS Journal on Computing. 29, 2, p. 367-376 10 p.

Research output: Contribution to journalArticle

2016

General-purpose ranking and selection for computer simulation

Lee, S. & Nelson, B. L., Jun 2 2016, In : IIE Transactions (Institute of Industrial Engineers). 48, 6, p. 555-564 10 p.

Research output: Contribution to journalArticle

4 Scopus citations

Indifference-zone-free selection of the best

Fan, W., Jeff Hong, L. & Nelson, B. L., Nov 1 2016, In : Operations Research. 64, 6, p. 1499-1514 16 p.

Research output: Contribution to journalArticle

17 Scopus citations

Moving least squares regression for high-dimensional stochastic simulation metamodeling

Salemi, P., Nelson, B. L. & Staum, J., Jan 2016, In : ACM Transactions on Modeling and Computer Simulation. 26, 3, 16.

Research output: Contribution to journalArticle

6 Scopus citations

Multivariate input uncertainty in output analysis for stochastic simulation

Xie, W., Nelson, B. L. & Barton, R. R., Oct 2016, In : ACM Transactions on Modeling and Computer Simulation. 27, 1, 5.

Research output: Contribution to journalArticle

6 Scopus citations

Shapley effects for global sensitivity analysis: Theory and computation

Song, E., Nelson, B. L. & Staum, J. C., Jan 1 2016, In : SIAM-ASA Journal on Uncertainty Quantification. 4, 1, p. 1060-1083 24 p.

Research output: Contribution to journalArticle

18 Scopus citations

'Some tactical problems in digital simulation' for the next 10 years

Nelson, B. L., Feb 1 2016, In : Journal of Simulation. 10, 1, p. 2-11 10 p.

Research output: Contribution to journalArticle

34 Scopus citations
2015

Chance constrained selection of the best

Hong, L. J., Luo, J. & Nelson, B. L., Mar 1 2015, In : INFORMS Journal on Computing. 27, 2, p. 317-334 18 p.

Research output: Contribution to journalArticle

6 Scopus citations

Fully sequential procedures for large-scale ranking-and-selection problems in parallel computing environments

Luo, J., Hong, L. J., Nelson, B. L. & Wu, Y., Sep 1 2015, In : Operations Research. 63, 5, p. 1177-1194 18 p.

Research output: Contribution to journalArticle

37 Scopus citations

Quickly Assessing Contributions to Input Uncertainty

Song, E. & Nelson, B. L., Sep 2 2015, In : IIE Transactions (Institute of Industrial Engineers). 47, 9, p. 893-909 17 p.

Research output: Contribution to journalArticle

27 Scopus citations

Single-experiment input uncertainty

Lin, Y., Song, E. & Nelson, B. L., Aug 16 2015, In : Journal of Simulation. 9, 3, p. 249-259 11 p.

Research output: Contribution to journalArticle

15 Scopus citations
2014

A bayesian framework for quantifying uncertainty in stochastic simulation

Xie, W., Nelson, B. L. & Barton, R. R., Nov 1 2014, In : Operations Research. 62, 6, p. 1439-1452 14 p.

Research output: Contribution to journalArticle

46 Scopus citations

Quantifying input uncertainty via simulation confidence intervals

Barton, R. R., Nelson, B. L. & Xie, W., Dec 1 2014, In : INFORMS Journal on Computing. 26, 1, p. 74-87 14 p.

Research output: Contribution to journalArticle

59 Scopus citations
2013

An adaptive hyperbox algorithm for high-dimensional discrete optimization via simulation problems

Xu, J., Nelson, B. L. & Hong, L. J., Dec 1 2013, In : INFORMS Journal on Computing. 25, 1, p. 133-146 14 p.

Research output: Contribution to journalArticle

28 Scopus citations

Empirical stochastic branch-and-bound for optimization via simulation

Xu, W. L. & Nelson, B. L., Jan 1 2013, In : IIE Transactions (Institute of Industrial Engineers). 45, 7, p. 685-698 14 p.

Research output: Contribution to journalArticle

13 Scopus citations

Enhancing stochastic kriging metamodels with gradient estimators

Chen, X., Ankenman, B. E. & Nelson, B. L., Mar 1 2013, In : Operations Research. 61, 2, p. 512-528 17 p.

Research output: Contribution to journalArticle

39 Scopus citations
2012
44 Scopus citations
2011

Metamodelling for cycle time-throughput-product mix surfaces using progressive model fitting

Yang, F., Liu, J., Nelson, B. L., Ankenman, B. E. & Tongarlak, M., Jan 1 2011, In : Production Planning and Control. 22, 1, p. 50-68 19 p.

Research output: Contribution to journalArticle

7 Scopus citations

Modelling and simulating non-stationary arrival processes to facilitate analysis

Nelson, B. L. & Gerhardt, I., Feb 1 2011, In : Journal of Simulation. 5, 1, p. 3-8 6 p.

Research output: Contribution to journalArticle

10 Scopus citations
2010

A confidence interval procedure for expected shortfall risk measurement via two-level simulation

Lan, H., Nelson, B. L. & Staum, J., Sep 1 2010, In : Operations Research. 58, 5, p. 1481-1490 10 p.

Research output: Contribution to journalArticle

22 Scopus citations

Fully sequential selection procedures with control variates

Tsai, S. C. & Nelson, B. L., Jan 1 2010, In : IIE Transactions (Institute of Industrial Engineers). 42, 1, p. 71-82 12 p.

Research output: Contribution to journalArticle

8 Scopus citations
29 Scopus citations

Indirect cycle time quantile estimation using the Cornish-Fisher expansion

Bekki, J. M., Fowler, J. W., MacKulak, G. T. & Nelson, B. L., Jan 1 2010, In : IIE Transactions (Institute of Industrial Engineers). 42, 1, p. 31-44 14 p.

Research output: Contribution to journalArticle

17 Scopus citations
79 Scopus citations

Speeding up COMPASS for high-dimensional discrete optimization via simulation

Hong, L. J., Nelson, B. L. & Xu, J., Nov 1 2010, In : Operations Research Letters. 38, 6, p. 550-555 6 p.

Research output: Contribution to journalArticle

15 Scopus citations

Stochastic kriging for simulation metamodeling

Ankenman, B. E., Nelson, B. L. & Staum, J. C., Mar 1 2010, In : Operations Research. 58, 2, p. 371-382 12 p.

Research output: Contribution to journalArticle

307 Scopus citations

Using simulation early in the design of a fuel injector production line

Tongarlak, M. H., Ankenman, B. E., Nelson, B. L., Borne, L. & Wolfe, K., Mar 1 2010, In : Interfaces. 40, 2, p. 105-117 13 p.

Research output: Contribution to journalArticle

5 Scopus citations
2009

Transforming renewal processes for simulation of nonstationary arrival processes

Gerhardt, I. & Nelson, B. L., Sep 1 2009, In : INFORMS Journal on Computing. 21, 4, p. 630-640 11 p.

Research output: Contribution to journalArticle

29 Scopus citations
2008

An Adaptive Procedure for Estimating Coherent RiskMeasures based on Generalized Scenarios

Lesnevski, V., Nelson, B. L. & Staum, J., 2008, In : Journal of Computational Finance. 11, p. 1-31

Research output: Contribution to journalArticle

Estimating cycle time percentile curves for manufacturing systems via simulation

Yang, F., Ankenman, B. E. & Nelson, B. L., Jan 1 2008, In : INFORMS Journal on Computing. 20, 4, p. 628-643 16 p.

Research output: Contribution to journalArticle

27 Scopus citations

Evaluation of the ARTAFIT method for fitting time-series input processes for simulation

Biller, B. & Nelson, B. L., Jan 1 2008, In : INFORMS Journal on Computing. 20, 3, p. 485-498 14 p.

Research output: Contribution to journalArticle

9 Scopus citations

Variance-based sampling for simulating cycle time - Throughput curves using simulation-based estimates

Fowler, J. W., Leach, S. E., Mackulak, G. T. & Nelson, B. L., Jul 1 2008, In : Journal of Simulation. 2, 2, p. 69-80 12 p.

Research output: Contribution to journalArticle

2 Scopus citations
2007
22 Scopus citations

Efficient generation of cycle time-throughput curves through simulation and metamodeling

Yang, F., Ankenman, B. E. & Nelson, B. L., Feb 1 2007, In : Naval Research Logistics. 54, 1, p. 78-93 16 p.

Research output: Contribution to journalArticle

38 Scopus citations

Selecting the best system when systems are revealed sequentially

Hong, L. J. & Nelson, B. L., Jul 1 2007, In : IIE Transactions (Institute of Industrial Engineers). 39, 7, p. 723-734 12 p.

Research output: Contribution to journalArticle

29 Scopus citations

Simulation of coherent risk measures based on generalized scenarios

Lesnevski, V., Nelson, B. L. & Staum, J., Nov 1 2007, In : Management Science. 53, 11, p. 1756-1769 14 p.

Research output: Contribution to journalArticle

20 Scopus citations
2006

A sequential procedure for neighborhood selection-of-the-best in optimization via simulation

Pichitlamken, J., Nelson, B. L. & Hong, L. J., Aug 16 2006, In : European Journal of Operational Research. 173, 1, p. 283-298 16 p.

Research output: Contribution to journalArticle

36 Scopus citations

Controlled sequential bifurcation: A new factor-screening method for discrete-event simulation

Wan, H., Ankenman, B. E. & Nelson, B. L., Jul 1 2006, In : Operations Research. 54, 4, p. 743-755 13 p.

Research output: Contribution to journalArticle

51 Scopus citations

Control variates for screening, selection, and estimation of the best

Nelson, B. L. & Staum, J., Jan 1 2006, In : ACM Transactions on Modeling and Computer Simulation. 16, 1, p. 52-75 24 p.

Research output: Contribution to journalArticle

14 Scopus citations

Discrete optimization via simulation using COMPASS

Jeff Hong, L. & Nelson, B. L., Jan 1 2006, In : Operations Research. 54, 1, p. 115-129 15 p.

Research output: Contribution to journalArticle

154 Scopus citations

On the asymptotic validity of fully sequential selection procedures for steady-state simulation

Kim, S. H. & Nelson, B. L., May 1 2006, In : Operations Research. 54, 3, p. 475-488 14 p.

Research output: Contribution to journalArticle

65 Scopus citations
2005

Dispatching vehicles in a mega container terminal

Bish, E. K., Chen, F. Y., Leong, Y. T., Nelson, B. L., Ng, J. W. C. & Simchi-Levi, D., Aug 1 2005, In : OR Spectrum. 27, 4, p. 491-506 16 p.

Research output: Contribution to journalArticle

82 Scopus citations

Some Almost-Sure Convergence Properties Useful in Sequential Analysis

Kim, S. H., Nelson, B. L. & Wilson, J. R., 2005, In : Sequential Analysis. 24, 4, p. 411-419 9 p.

Research output: Contribution to journalArticle