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2020 – today
- 2022
[j71]Xi Jiang
, Barry L. Nelson, L. Jeff Hong:
Meaningful sensitivities: A new family of simulation sensitivity measures. IISE Trans. 54(2): 122-133 (2022)- [j70]Luke Rhodes-Leader, Barry L. Nelson, Bhakti S. S. Onggo, David J. Worthington:
A multi-fidelity modelling approach for airline disruption management using simulation. J. Oper. Res. Soc. 73(10): 2228-2241 (2022) - [c113]Gregory Keslin, Barry L. Nelson, Matthew Plumlee, Bernardo K. Pagnoncelli, Hamed Rahimian:
A Classification Method for Ranking and Selection with Covariates. WSC 2022: 1-12 - [c112]Barry L. Nelson:
Let's Do Ranking & Selection. WSC 2022: 1-12 - [c111]Mark Semelhago, Barry L. Nelson, Eunhye Song, Andreas Wächter:
Object-Oriented Implementation and Parallelization of the Rapid Gaussian Markov Improvement Algorithm. WSC 2022: 3158-3169 - [i5]Wei Xie, Russell R. Barton, Barry L. Nelson, Keqi Wang:
Stochastic Simulation Uncertainty Analysis to Accelerate Flexible Biomanufacturing Process Development. CoRR abs/2203.08980 (2022) - 2021
- [j69]Barry L. Nelson, Alan T. K. Wan, Guohua Zou, Xinyu Zhang, Xi Jiang:
Reducing Simulation Input-Model Risk via Input Model Averaging. INFORMS J. Comput. 33(2): 672-684 (2021) - [j68]Mark Semelhago, Barry L. Nelson, Eunhye Song, Andreas Wächter:
Rapid Discrete Optimization via Simulation with Gaussian Markov Random Fields. INFORMS J. Comput. 33(3): 915-930 (2021) - [c110]David J. Eckman, Matthew Plumlee, Barry L. Nelson:
Flat Chance! Using Stochastic Gradient Estimators to Assess Plausible Optimality for Convex Functions. WSC 2021: 1-12 - [c109]Wendy Xi Jiang, Bahar Biller, Jim Box, Barry L. Nelson:
Sensitivity Analysis in Clinical Trial Simulation At Sas Institute. WSC 2021: 1-12 - 2020
- [j67]Guangxin Jiang, L. Jeff Hong, Barry L. Nelson:
Online Risk Monitoring Using Offline Simulation. INFORMS J. Comput. 32(2): 356-375 (2020) - [j66]Eunhye Song, Peiling Wu-Smith, Barry L. Nelson:
Uncertainty Quantification in Vehicle Content Optimization for General Motors. INFORMS J. Appl. Anal. 50(4): 225-238 (2020) - [c108]Barry L. Nelson, Lawrence M. Leemis:
The Ease of Fitting but Futility of Testing a Nonstationary Poisson Processes from One Sample Path. WSC 2020: 266-276 - [c107]Graham Laidler, Lucy E. Morgan, Barry L. Nelson, Nicos G. Pavlidis:
Metric Learning for Simulation Analytics. WSC 2020: 349-360 - [c106]Linda Pei, Barry L. Nelson, Susan R. Hunter:
Evaluation of bi-Pass for Parallel Simulation Optimization. WSC 2020: 2960-2971 - [c105]David J. Eckman, Matthew Plumlee, Barry L. Nelson:
Revisiting Subset Selection. WSC 2020: 2972-2983
2010 – 2019
- 2019
- [j65]Lucy E. Morgan, Barry L. Nelson, Andrew C. Titman, David J. Worthington:
Detecting bias due to input modelling in computer simulation. Eur. J. Oper. Res. 279(3): 869-881 (2019) - [j64]Yujing Lin, Barry L. Nelson, Linda Pei:
Virtual Statistics in Simulation via k Nearest Neighbors. INFORMS J. Comput. 31(3): 576-592 (2019) - [j63]Peter L. Salemi, Eunhye Song, Barry L. Nelson, Jeremy Staum:
Gaussian Markov Random Fields for Discrete Optimization via Simulation: Framework and Algorithms. Oper. Res. 67(1): 250-266 (2019) - [j62]Eunhye Song, Barry L. Nelson:
Input-Output Uncertainty Comparisons for Discrete Optimization via Simulation. Oper. Res. 67(2): 562-576 (2019) - [j61]Peter Salemi, Jeremy Staum, Barry L. Nelson:
Generalized Integrated Brownian Fields for Simulation Metamodeling. Oper. Res. 67(3): 874-891 (2019) - [c104]Lucy E. Morgan, Barry L. Nelson, Andrew C. Titman, David J. Worthington:
A Spline-Based Method for Modelling and Generating A Nonhomogeneous Poisson Process. WSC 2019: 356-367 - [c103]Wendy Xi Jiang, Barry L. Nelson, L. Jeff Hong:
Estimating Sensitivity to Input Model Variance. WSC 2019: 3705-3716 - 2018
- [j60]Yujing Lin, Barry L. Nelson:
Variance and Derivative Estimation of Virtual Performance. ACM Trans. Model. Comput. Simul. 28(3): 17:1-17:20 (2018) - [c102]Wendy Xi Jiang, Barry L. Nelson:
Better input Modeling via Model averaging. WSC 2018: 1575-1586 - [c101]Jing Dong, M. Ben Feng, Barry L. Nelson:
Unbiased Metamodeling via likelihood ratios. WSC 2018: 1778-1789 - [c100]Matthew Plumlee, Barry L. Nelson:
Plausible Optima. WSC 2018: 1981-1992 - [c99]Luke Rhodes-Leader, David J. Worthington, Barry L. Nelson, Bhakti Stephan Onggo:
Multi-fidelity simulation optimisation for Airline Disruption Management. WSC 2018: 2179-2190 - [c98]Linda Pei, Barry L. Nelson, Susan R. Hunter:
A New Framework for Parallel Ranking & Selection using an adaptive Standard. WSC 2018: 2201-2212 - 2017
- [j59]Ira Gerhardt, Barry L. Nelson, Michael R. Taaffe:
Technical Note: The MAPt/Pht/∞ Queueing System and Multiclass [MAPt/Pht/∞]K Queueing Network. INFORMS J. Comput. 29(2): 367-376 (2017) - [j58]Barry L. Nelson:
Replicated Computations Results (RCR) Report for "Green Simulation: Reusing the Output of Repeated Experiments". ACM Trans. Model. Comput. Simul. 27(4): 24 (2017) - [c97]Barry L. Nelson:
WSC 2067: What are the chances? WSC 2017: 1 - [c96]Huiyin Ouyang, Barry L. Nelson:
Simulation-based predictive analytics for dynamic queueing systems. WSC 2017: 1716-1727 - [c95]Yujing Lin, Barry L. Nelson:
Variance and derivative estimation for virtual performance in simulation analytics. WSC 2017: 1856-1867 - [c94]Lucy E. Morgan, Barry L. Nelson, Andrew C. Titman, David J. Worthington:
Detecting bias due to input modelling in computer simulation. WSC 2017: 1974-1985 - [c93]Mark Semelhago, Barry L. Nelson, Andreas Wächter, Eunhye Song:
Computational methods for optimization via simulation using Gaussian Markov Random Fields. WSC 2017: 2080-2091 - 2016
- [j57]Weiwei Fan, L. Jeff Hong, Barry L. Nelson:
Indifference-Zone-Free Selection of the Best. Oper. Res. 64(6): 1499-1514 (2016) - [j56]Barry L. Nelson:
'Some tactical problems in digital simulation' for the next 10 years. J. Simulation 10(1): 2-11 (2016) - [j55]Eunhye Song, Barry L. Nelson, Jeremy Staum:
Shapley Effects for Global Sensitivity Analysis: Theory and Computation. SIAM/ASA J. Uncertain. Quantification 4(1): 1060-1083 (2016) - [j54]Peter Salemi, Barry L. Nelson, Jeremy Staum:
Moving Least Squares Regression for High-Dimensional Stochastic Simulation Metamodeling. ACM Trans. Model. Comput. Simul. 26(3): 16:1-16:25 (2016) - [j53]Wei Xie, Barry L. Nelson, Russell R. Barton:
Multivariate Input Uncertainty in Output Analysis for Stochastic Simulation. ACM Trans. Model. Comput. Simul. 27(1): 5 (2016) - [c92]Barry L. Nelson:
Technology transfer of simulation analysis methodology: One man's opinion. WSC 2016: 248-254 - [c91]Lucy E. Morgan, Andrew C. Titman, David J. Worthington, Barry L. Nelson:
Input uncertainty quantification for simulation models with piecewise-constant non-stationary Poisson arrival processes. WSC 2016: 370-381 - [c90]Guangxin Jiang, L. Jeff Hong, Barry L. Nelson:
A simulation analytics approach to dynamic risk monitoring. WSC 2016: 437-447 - [c89]Yujing Lin, Barry L. Nelson:
Simulation analytics for virtual statistics via k nearest neighbors. WSC 2016: 448-459 - 2015
- [j52]L. Jeff Hong, Jun Luo, Barry L. Nelson:
Chance Constrained Selection of the Best. INFORMS J. Comput. 27(2): 317-334 (2015) - [j51]Jun Luo, L. Jeff Hong, Barry L. Nelson, Yang Wu:
Fully Sequential Procedures for Large-Scale Ranking-and-Selection Problems in Parallel Computing Environments. Oper. Res. 63(5): 1177-1194 (2015) - [j50]Y. Lin, Eunhye Song, Barry L. Nelson:
Single-experiment input uncertainty. J. Simulation 9(3): 249-259 (2015) - [c88]Eunhye Song, Barry L. Nelson, L. Jeff Hong:
Input uncertainty and indifference-zone ranking & selection. WSC 2015: 414-424 - [c87]Andreas Tolk, Osman Balci, C. Donald Combs, Richard Fujimoto, Charles M. Macal, Barry L. Nelson, Phil Zimmerman:
Do we need a national research agenda for modeling and simulation? WSC 2015: 2571-2585 - [c86]Jeffrey S. Smith, Barry L. Nelson:
Estimating and interpreting the waiting time for customers arriving to a non-stationary queueing system. WSC 2015: 2610-2621 - [c85]Soonhui Lee, Barry L. Nelson:
Computational improvements in bootstrap ranking & selection procedures via multiple comparison with the best. WSC 2015: 3758-3767 - 2014
- [j49]Russell R. Barton, Barry L. Nelson, Wei Xie:
Quantifying Input Uncertainty via Simulation Confidence Intervals. INFORMS J. Comput. 26(1): 74-87 (2014) - [j48]Wei Xie, Barry L. Nelson, Russell R. Barton:
A Bayesian Framework for Quantifying Uncertainty in Stochastic Simulation. Oper. Res. 62(6): 1439-1452 (2014) - [c84]Eunhye Song, Barry L. Nelson, Claude Dennis Pegden:
Input uncertainty quantification: advanced tutorial. WSC 2014: 162-176 - [c83]Wei Xie, Barry L. Nelson, Russell R. Barton:
Statistical uncertainty analysis for stochastic simulation with dependent input models. WSC 2014: 674-685 - [c82]Michael C. Fu, Güzin Bayraksan, Shane G. Henderson, Barry L. Nelson, Warren B. Powell, Ilya O. Ryzhov, Benjamin G. Thengvall:
Simulation optimization: a panel on the state of the art in research and practice. WSC 2014: 3696-3706 - [c81]Peter Salemi, Barry L. Nelson, Jeremy Staum:
Discrete optimization via simulation using gaussian markov random fields. WSC 2014: 3809-3820 - [c80]Soonhui Lee, Barry L. Nelson:
Bootstrap ranking & selection revisited. WSC 2014: 3857-3868 - 2013
- [j47]Jie Xu, Barry L. Nelson, L. Jeff Hong:
An Adaptive Hyperbox Algorithm for High-Dimensional Discrete Optimization via Simulation Problems. INFORMS J. Comput. 25(1): 133-146 (2013) - [j46]Xi Chen, Bruce E. Ankenman, Barry L. Nelson:
Enhancing Stochastic Kriging Metamodels with Gradient Estimators. Oper. Res. 61(2): 512-528 (2013) - [c79]Eric Bonabeau, Jeff Cares, Richard E. Nance, Barry L. Nelson, Julian Richards:
Keynote address. WSC 2013: 1-4 - [c78]Barry L. Nelson, Walter P. Murphy:
The simulation Curmudgeon. WSC 2013: 4 - [c77]Eunhye Song, Barry L. Nelson:
A quicker assessment of input uncertainty. WSC 2013: 474-485 - [c76]Peter Salemi, Jeremy Staum, Barry L. Nelson:
Generalized integrated brownian fields for simulation metamodeling. WSC 2013: 543-554 - [c75]Simon J. E. Taylor, Stephen E. Chick, Charles M. Macal, Sally C. Brailsford, Pierre L'Ecuyer, Barry L. Nelson:
Modeling and simulation grand challenges: An OR/MS perspective. WSC 2013: 1269-1282 - 2012
- [j45]Xi Chen, Bruce E. Ankenman, Barry L. Nelson:
The effects of common random numbers on stochastic kriging metamodels. ACM Trans. Model. Comput. Simul. 22(2): 7:1-7:20 (2012) - [c74]Bruce E. Ankenman, Barry L. Nelson:
A quick assessment of input uncertainty. WSC 2012: 21:1-21:10 - [c73]Xi Chen, Barry L. Nelson, Kyoung-Kuk Kim:
Stochastic kriging for conditional value-at-risk and its sensitivities. WSC 2012: 24:1-24:12 - [c72]Peter Salemi, Barry L. Nelson, Jeremy Staum:
Moving least squares regression for high dimensional simulation metamodeling. WSC 2012: 26:1-26:12 - 2011
- [j44]Barry L. Nelson, Ira Gerhardt:
Modelling and simulating non-stationary arrival processes to facilitate analysis. J. Simulation 5(1): 3-8 (2011) - [c71]Barry L. Nelson:
Thirty years of "batch size effects". WSC 2011: 393-400 - [c70]Mustafa Tongarlak, Bruce E. Ankenman, Barry L. Nelson:
Relative error stochastic kriging. WSC 2011: 3628-3640 - 2010
- [b2]Jerry Banks, John S. Carson II, Barry L. Nelson, David M. Nicol:
Discrete-Event System Simulation, 5th New Internatinal Edition. Pearson Education 2010, ISBN 978-1-292-02437-0, pp. I-II, 1-559 - [j43]Hong Wan, Bruce E. Ankenman, Barry L. Nelson:
Improving the Efficiency and Efficacy of Controlled Sequential Bifurcation for Simulation Factor Screening. INFORMS J. Comput. 22(3): 482-492 (2010) - [j42]Mustafa Tongarlak, Bruce E. Ankenman, Barry L. Nelson, Laurent Borne, Kyle Wolfe:
Using Simulation Early in the Design of a Fuel Injector Production Line. Interfaces 40(2): 105-117 (2010) - [j41]Bruce E. Ankenman, Barry L. Nelson, Jeremy Staum:
Stochastic Kriging for Simulation Metamodeling. Oper. Res. 58(2): 371-382 (2010) - [j40]Hai Lan, Barry L. Nelson, Jeremy Staum:
A Confidence Interval Procedure for Expected Shortfall Risk Measurement via Two-Level Simulation. Oper. Res. 58(5): 1481-1490 (2010) - [j39]L. Jeff Hong, Barry L. Nelson, Jie Xu:
Speeding up COMPASS for high-dimensional discrete optimization via simulation. Oper. Res. Lett. 38(6): 550-555 (2010) - [j38]Jie Xu, Barry L. Nelson, L. Jeff Hong:
Industrial strength COMPASS: A comprehensive algorithm and software for optimization via simulation. ACM Trans. Model. Comput. Simul. 20(1): 3:1-3:29 (2010) - [c69]Xi Chen, Bruce E. Ankenman, Barry L. Nelson:
Common random numbers and stochastic kriging. WSC 2010: 947-956 - [c68]Wendy Lu Xu, Barry L. Nelson:
Empirical stochastic branch-and-bound for optimization via simulation. WSC 2010: 983-994 - [c67]Jennifer McNeill Bekki, Barry L. Nelson, John W. Fowler:
Bootstrapping-based fixed-width confidence intervals for ranking and selection. WSC 2010: 1024-1033 - [c66]Wei Xie, Barry L. Nelson, Jeremy Staum:
The influence of correlation functions on stochastic kriging metamodels. WSC 2010: 1067-1078 - [c65]Russell R. Barton, Barry L. Nelson, Wei Xie:
A framework for input uncertainty analysis. WSC 2010: 1189-1198 - [c64]Ming Liu, Barry L. Nelson, Jeremy Staum:
Simulation on demand for pricing many securities. WSC 2010: 2782-2789 - [c63]Ming Liu, Barry L. Nelson, Jeremy Staum:
An efficient simulation procedure for point estimation of expected shortfall. WSC 2010: 2821-2831
2000 – 2009
- 2009
- [j37]Ira Gerhardt, Barry L. Nelson:
Transforming Renewal Processes for Simulation of Nonstationary Arrival Processes. INFORMS J. Comput. 21(4): 630-640 (2009) - [c62]L. Jeff Hong, Barry L. Nelson:
A Brief Introduction to Optimization via Simulation. WSC 2009: 75-85 - [c61]Wai Kin (Victor) Chan, Lee W. Schruben, Barry L. Nelson, Sheldon H. Jacobson:
Simulation Fusion. WSC 2009: 686-695 - [c60]Jamie R. Wieland, Barry L. Nelson:
How Simulation Languages Should Report Results: A Modest Proposal. WSC 2009: 709-715 - [e5]Jürgen Branke, Barry L. Nelson, Warren Buckler Powell, Thomas J. Santner:
Sampling-based Optimization in the Presence of Uncertainty, 26.04. - 30.04.2009. Dagstuhl Seminar Proceedings 09181, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, Germany 2009 [contents] - [i4]Jürgen Branke, Barry L. Nelson, Warren Buckler Powell, Thomas J. Santner:
09181 Abstracts Collection - Sampling-based Optimization in the Presence of Uncertainty. Sampling-based Optimization in the Presence of Uncertainty 2009 - [i3]Jürgen Branke, Barry L. Nelson, Warren Buckler Powell, Thomas J. Santner:
09181 Executive Summary - Sampling-based Optimization in the Presence of Uncertainty. Sampling-based Optimization in the Presence of Uncertainty 2009 - 2008
- [j36]Bahar Biller, Barry L. Nelson:
Evaluation of the ARTAFIT Method for Fitting Time-Series Input Processes for Simulation. INFORMS J. Comput. 20(3): 485-498 (2008) - [j35]Feng Yang, Bruce E. Ankenman, Barry L. Nelson:
Estimating Cycle Time Percentile Curves for Manufacturing Systems via Simulation. INFORMS J. Comput. 20(4): 628-643 (2008) - [j34]John W. Fowler, Sonia E. Leach, Gerald T. Mackulak, Barry L. Nelson:
Variance-based sampling for simulating cycle time - throughput curves using simulation-based estimates. J. Simulation 2(2): 69-80 (2008) - [c59]Bruce E. Ankenman, Barry L. Nelson, Jeremy Staum:
Stochastic kriging for simulation metamodeling. WSC 2008: 362-370 - [c58]Barry L. Nelson:
The more plot: Displaying measures of risk & error from simulation output. WSC 2008: 413-416 - [c57]Mustafa Tongarlak, Bruce E. Ankenman, Barry L. Nelson, Laurent Borne, Kyle Wolfe:
Using simulation early in the design of a fuel injector production line. WSC 2008: 471-478 - [c56]R. Evren Baysal, Barry L. Nelson, Jeremy Staum:
Response surface methodology for simulating hedging and trading strategies. WSC 2008: 629-637 - [c55]Jeffrey S. Smith, John A. Hamilton Jr., Richard E. Nance, Barry L. Nelson, George F. Riley, Lee W. Schruben:
Panel discussion: What makes good research in modeling and simulation: Assessing the quality, success, and utility of M&S research. WSC 2008: 689-694 - 2007
- [j33]Vadim Lesnevski, Barry L. Nelson, Jeremy Staum:
Simulation of Coherent Risk Measures Based on Generalized Scenarios. Manag. Sci. 53(11): 1756-1769 (2007) - [j32]L. Jeff Hong, Barry L. Nelson:
A framework for locally convergent random-search algorithms for discrete optimization via simulation. ACM Trans. Model. Comput. Simul. 17(4): 19 (2007) - [c54]David Goldsman, James O. Henriksen, Pierre L'Ecuyer, Barry L. Nelson, David H. Withers, Nilay Tanik Argon:
Fortieth anniversary special panel: Landmark papers. WSC 2007: 2-13 - [c53]David Goldsman, Barry L. Nelson, Bruce W. Schmeiser:
Methods for selecting the best system (1991). WSC 2007: 7 - [c52]David Goldsman, James O. Henriksen, Pierre L'Ecuyer, Barry L. Nelson, David H. Withers, Nilay Tanik Argon:
Fortieth anniversary special panel: Landmark papers. WSC 2007: 14-25 - [c51]Seong-Hee Kim, Barry L. Nelson:
Recent advances in ranking and selection. WSC 2007: 162-172 - [c50]Feng Yang, Jingang Liu, Mustafa Tongarlak, Bruce E. Ankenman, Barry L. Nelson:
Metamodeling for cycle time-throughput-product mix surfaces using progressive model fitting. WSC 2007: 322-330 - [c49]Hai Lan, Barry L. Nelson, Jeremy Staum:
A confidence interval for tail conditional expectation via two-level simulation. WSC 2007: 949-957 - [c48]Jennifer McNeill Bekki, John W. Fowler, Gerald T. Mackulak, Barry L. Nelson:
Using quantiles in ranking and selection procedures. WSC 2007: 1722-1728 - 2006
- [j31]Juta Pichitlamken, Barry L. Nelson, L. Jeff Hong:
A sequential procedure for neighborhood selection-of-the-best in optimization via simulation. Eur. J. Oper. Res. 173(1): 283-298 (2006) - [j30]L. Jeff Hong, Barry L. Nelson:
Discrete Optimization via Simulation Using COMPASS. Oper. Res. 54(1): 115-129 (2006) - [j29]Seong-Hee Kim, Barry L. Nelson:
On the Asymptotic Validity of Fully Sequential Selection Procedures for Steady-State Simulation. Oper. Res. 54(3): 475-488 (2006) - [j28]Hong Wan, Bruce E. Ankenman, Barry L. Nelson:
Controlled Sequential Bifurcation: A New Factor-Screening Method for Discrete-Event Simulation. Oper. Res. 54(4): 743-755 (2006) - [j27]Barry L. Nelson, Jeremy Staum:
Control variates for screening, selection, and estimation of the best. ACM Trans. Model. Comput. Simul. 16(1): 52-75 (2006) - [c47]Shing Chih Tsai, Barry L. Nelson:
Combined ranking and selection with control variates. WSC 2006: 348-355 - [c46]Vadim Lesnevski, Barry L. Nelson, Jeremy Staum:
An adaptive procedure for estimating coherent risk measures based on generalized scenarios. WSC 2006: 733-740 - [p4]Shane G. Henderson, Barry L. Nelson:
Chapter 1 Stochastic Computer Simulation. Simulation 2006: 1-18 - [p3]David Goldsman, Barry L. Nelson:
Chapter 15 Correlation-Based Methods for Output Analysis. Simulation 2006: 455-475 - [p2]Seong-Hee Kim, Barry L. Nelson:
Chapter 17 Selecting the Best System. Simulation 2006: 501-534 - [p1]Shane G. Henderson, Barry L. Nelson:
Dedication. Simulation 2006: v - [e4]Shane G. Henderson, Barry L. Nelson:
Simulation. Handbooks in Operations Research and Management Science 13, North-Holland 2006, ISBN 978-0-444-51428-8 [contents]