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WSC 2015: Huntington Beach, CA, USA
- Proceedings of the 2015 Winter Simulation Conference, Huntington Beach, CA, USA, December 6-9, 2015. IEEE/ACM 2015, ISBN 978-1-4673-9741-4
Advanced tutorials
- Thomas J. Schriber, Daniel T. Brunner, Jeffrey S. Smith:
Inside discrete-event simulation software: how it works and why it matters. 1-15 - Russell C. H. Cheng:
Bootstrap confidence bands and goodness-of-fit tests in simulation input/output modelling. 16-30 - Pierre L'Ecuyer
:
Random number generation with multiple streams for sequential and parallel computing. 31-44 - Richard Fujimoto:
Parallel and distributed simulation. 45-59 - Robert G. Sargent, David M. Goldsman, Tony Yaacoub:
Use of the interval statistical procedure for simulation model validation. 60-72 - Gabriel A. Wainer
:
Devs modelling and simulation for development of embedded systems. 73-87 - Vitali Volovoi:
Simulation with stochastic petri-nets. 88-102 - Daniel Zehe, Wentong Cai
, Alois C. Knoll
, Heiko Aydt:
Tutorial on a modeling and simulation cloud service. 103-114
Agent-based simulation: agent-based simulation - applications I
- Zhiyuan Ma, Munehiro Fukuda:
A multi-agent spatial simulation library for parallelizing transport simulations. 115-126 - Jinghui Zhong, Wentong Cai
, Linbo Luo:
Crowd evacuation planning using cartesian genetic programming and agent-based crowd modeling. 127-138 - Larry J. J. Lin, Shih-Fen Cheng
, Hoong Chuin Lau
:
Building crowd movement model using sample-based mobility survey. 139-150
Agent-based simulation: agent-based simulation - healthcare
- Paul J. Sanchez, Susan M. Sanchez:
A scalable discrete event stochastic agent-based model of infectious disease propagation. 151-158 - Francisco Borges
, Albert Gutierrez-Milla, Remo Suppi, Emilio Luque, Marylene de Brito Arduino:
An agent-based model for assessment of aedes aegypti pupal productivity. 159-170 - Zhengchun Liu
, Dolores Rexachs
, Emilio Luque
, Francisco Epelde
, Eduardo Cabrera:
Simulating the micro-level behavior of emergency department for macro-level features prediction. 171-182
Agent-based simulation: agent-based simulation - methodology
- Parastu Kasaie, W. David Kelton:
Guidelines for design and analysis in agent-based simulation studies. 183-193 - Terrance Medina, Maria Hybinette:
Pickle: a flexible abms framework for dynamically generating serializable intelligent agents. 194-205 - David Bruce Borenstein:
Nanoverse: a constraints-based declarative framework for rapid agent-based modeling. 206-217
Agent-based simulation: agent-based simulation - supply chain management
- Niniet I. Arvitrida
, Stewart Robinson
, Antuela A. Tako
:
How do competition and collaboration affect supply chain performance?: an agent based modeling approach. 218-229 - Wen Jun Tan, Zhengping Li, Wentong Cai
:
Design of supply chain topology to mitigate demand and supply risks. 230-241 - Nuha Zamzami
, Andrea Schiffauerova:
Evaluating the science-technology interaction in nanotechnology: a simulation-based study. 242-253
Agent-based simulation: agent-based simulation - applications II
- Bhakti Stephan Onggo
, Mumtaz Karatas
:
Agent-based model of maritime search operations: a validation using test-driven simulation modelling. 254-265 - John A. Sokolowski, Catherine M. Banks:
Agent implementation for modeling insider threat. 266-275 - Arun Kalyanasundaram, Wei Wei, Kathleen M. Carley, James D. Herbsleb:
An agent-based model of edit wars in wikipedia: how and when is consensus reached. 276-287
Agent-based simulation: agent-based simulation - transportation systems
- Matthew Durak, Nicholas Durak, Erik D. Goodman
, Robert Till:
Optimizing an agent-based traffic evacuation model using genetic algorithms. 288-299 - Shota Ishikawa, Sachiyo Arai:
Evaluating advantage of sharing information among vehicles toward avoiding phantom traffic jam. 300-311 - Shengcheng Yuan
, Yi Liu
, Hui Zhang, Soon Ae Chun
, Nabil R. Adam:
Agent driving behavior modeling for traffic simulation and emergency decision support. 312-323
Agent-based simulation: agent-based simulation - applications III
- Yibing Xiong, Takashi Yamada, Takao Terano:
Comparison of different market making strategies for high frequency traders. 324-335 - Brant M. Horio, Vivek Kumar, Anthony H. DeCicco:
An agent-based approach to modeling airlines, customers, and policy in the U.S. air transportation system. 336-347
Analysis methodology: exact simulation and budget constrained optimization
- Murray Pollock:
On the exact simulation of (jump) diffusion bridges. 348-359 - Jose H. Blanchet, Nan Chen, Peter W. Glynn:
Unbiased monte carlo computation of smooth functions of expectations via Taylor expansions. 360-367 - Uday V. Shanbhag, Jose H. Blanchet:
Budget-constrained stochastic approximation. 368-379
Analysis methodology: data reuse and variance reduction techniques
- Zdravko I. Botev, Pierre L'Ecuyer
:
Efficient probability estimation and simulation of the truncated multivariate student-t distribution. 380-391 - Henry Lam, Clementine Mottet:
Simulating tail events with unspecified tail models. 392-402 - Mingbin Feng, Jeremy Staum:
Green simulation designs for repeated experiments. 403-413
Analysis methodology: accounting for input uncertainty in stochastic simulations
- Eunhye Song
, Barry L. Nelson, L. Jeff Hong:
Input uncertainty and indifference-zone ranking & selection. 414-424 - Soumyadip Ghosh, Henry Lam:
Mirror descent stochastic approximation for computing worst-case stochastic input models. 425-436 - Canan G. Corlu, Bahar Biller:
Subset selection for simulations accounting for input uncertainty. 437-446
Analysis methodology: analysis and methodology
- Yuan Yi, Wei Xie, Enlu Zhou:
A sequential experiment design for input uncertainty quantification in stochastic simulation. 447-458 - Kemal Dinçer Dingeç, Christos Alexopoulos, David Goldsman, James R. Wilson, Wenchi Chiu, Tûba Aktaran-Kalayci:
Jackknifed variance estimators for simulation output analysis. 459-471
Analysis methodology: various topics in discrete event simulation
- Kara A. Olson, C. Michael Overstreet:
Enhancing understanding of discrete event simulation models through analysis. 472-483 - Mi Lim Lee, Chuljin Park:
The bivariate measure of risk and error (BMORE) plot. 484-492 - K. Preston White Jr., Sung Nam Hwang:
Delay times in an M/M/1 queue: estimating the sampling distributions for the steady-state mean and mser truncation point. 493-504
Analysis methodology: large data and execution time analysis
- Qun Meng, Szu Hui Ng:
An additive global and local gaussian process model for large data sets. 505-516 - Kresimir Matkovic
, Denis Gracanin
, Mario Jelovic, Helwig Hauser:
Interactive visual analysis of large simulation ensembles. 517-528 - Paulo Eduardo Nogueira, Rivalino Matias Jr.:
A quantitative study on execution time variability in computing experiments. 529-540
Analysis methodology: simulation output analysis
- Dashi I. Singham, Michael P. Atkinson:
Cumulative mean bounds for quality control analysis. 541-550 - Yingchieh Yeh, Bruce W. Schmeiser:
OBM confidence intervals: something for nothing? 551-561 - Christos Alexopoulos, David Goldsman, Anup C. Mokashi, Kai-Wen Tien, James R. Wilson:
Sequem: estimating extreme steady-state quantiles via the maximum transformation. 562-574
Analysis methodology: process generation and input modeling
- Huifen Chen, Bruce W. Schmeiser:
The MNO-PQRS poisson point process: generating the next event time. 575-585 - Ran Liu, Michael E. Kuhl, Yunan Liu, James R. Wilson:
Combined inversion and thinning methods for simulating nonstationary non-poisson arrival processes. 586-597 - Sudhendu Rai, Bo Hu, Ranjit Kumar Ettam:
Modeling customer demand in print service environments using bootstrapping. 598-608
Analysis methodology: rare event simulation
- Héctor Cancela
, Mohamed El Khadiri, Gerardo Rubino, Bruno Tuffin:
On the robustness of fishman's bound-based method for the network reliability problem. 609-620 - Marvin K. Nakayama:
Estimating a failure probability using a combination of variance-reduction techniques. 621-632 - Zdravko I. Botev, Michel Mandjes, Ad Ridder
:
Tail distribution of the maximum of correlated gaussian random variables. 633-642
Analysis methodology: simulation with input uncertainties
- Zhaolin Hu, L. Jeff Hong:
Robust simulation of stochastic systems with input uncertainties modeled by statistical divergences. 643-654 - Helin Zhu, Enlu Zhou:
Estimation of conditional value-at-risk for input uncertainty with budget allocation. 655-666 - Wei Xie, Hongtan Sun, Cheng Li
:
Quantifying statistical uncertainty for dependent input models with factor structure. 667-678
Analysis methodology: metamodeling and related techniques
- Imry Rosenbaum, Jeremy Staum:
Database monte carlo for simulation on demand. 679-688 - Frederick A. Ahrens:
Monotonic response surface estimation by constrained coefficients. 689-700 - Kai G. Mertens
, Iris Lorscheid, Matthias Meyer:
Structural equation modeling for simulation metamodeling. 701-712
Big data simulation and decision making: big data analysis and simulation
- Wen Dong
:
Weaving multi-agent modeling and big data for stochastic process inference. 713-724 - Marko A. Hofmann:
Searching for effects in big data: why p-values are not advised and what to use instead. 725-736 - Kurt Kreuger, Nathaniel D. Osgood
:
Particle filtering using agent-based transmission models. 737-747
Big data simulation and decision making: big data traffic simulation
- Masatoshi Hanai, Toyotaro Suzumura, Georgios Theodoropoulos
, Kalyan S. Perumalla
:
Towards large-scale what-if traffic simulation with exact-differential simulation. 748-756 - Hiroki Kanezashi, Toyotaro Suzumura:
Performance optimization for agent-based traffic simulation by dynamic agent assignment. 757-766 - Toyotaro Suzumura, Gavin McArdle
, Hiroki Kanezashi:
A high performance multi-modal traffic simulation platform and its case study with the dublin city. 767-778
Big data simulation and decision making: big data in manufacturing and service systems simulation
- Niclas Feldkamp, Sören Bergmann
, Steffen Strassburger
:
Visual analytics of manufacturing simulation data. 779-790 - Rie Gaku, Soemon Takakuwa:
Big data-driven service level analysis for a retail store. 791-799
Big data simulation and decision making: simulation experiments: better data, not just big data (tutorial)
- Susan M. Sanchez:
Simulation experiments: better data, not just big data. 800-811
Business process modeling: BPM in enterprises
- Karolina Werner-Lewandowska
, Pawel Pawlewski
:
Simulation of knowledge transformation in purchasing process. 812-822 - Benny Tjahjono
, Xu Jiang:
Linking symbiotic simulation to enterprise systems: framework and applications. 823-834
Business process modeling: resource modeling in BPM
- Leonardo Chwif, Wilson Inacio Pereira, José Arnaldo Barra Montevechi:
Are visually appealing simulation models preferable? 835-843 - Martin van Buuren, Geert Jan Kommer, Rob van der Mei, Sandjai Bhulai
:
A simulation model for emergency medical services call centers. 844-855 - Peter H. Tag:
Improving business project performance by increasing the effectiveness of resource capacity and allocation policies. 856-867
Business process modeling: queuing models in BPM
- Niels Martin
, Benoît Depaire
, An Caris
:
Using process mining to model interarrival times: investigating the sensitivity of the arpra framework. 868-879 - Paul D. Babin, Allen G. Greenwood:
Incorporating truncated exponential distributions in queueing models with adjustable service-rate control. 880-891
Environmental and sustainability applications: simulation for environmental sustainability
- Kamalakanta Sahoo, Sudhagar Mani:
GIS based discrete event modeling and simulation of biomass supply chain. 967-978 - Fatma Selin Yanikara, Michael E. Kuhl:
A simulation framework for the comparison of reverse logistic network configurations. 979-990
Environmental and sustainability applications: energy consumption simulation and optimization
- Young M. Lee, Raya Horesh, Leo Liberti:
Simulation and optimization of energy efficient operation of HVAC system as demand response with distributed energy resources. 991-999 - Ali Ghahramani
, Kanu Dutta, Zheng Yang, Gokce Ozcelik, Burcin Becerik-Gerber
:
Quantifying the influence of temperature setpoints, building and system features on energy consumption. 1000-1011
Environmental and sustainability applications: sustainability and environmental modeling
- Barry Lawson, Malcolm Hill, April Hill, Tyler Heist, Connor Hughes:
An agent-based simulation model of sponge: algae symbiotic relationships. 1012-1023 - Zhimin Chen, Ming Zhou, Paimin Shen, Yanchun Pan:
A simulation model for carbon resource planning of production systems. 1024-1032 - Sudhendu Rai, Marc Daniels:
An event-log analysis and simulation-based approach for quantifying sustainability metrics in production facilities. 1033-1043
Gaming & simulation: applications of gaming and simulation
- Jop van den Hoogen, Sebastiaan A. Meijer
:
Lessons on the design of gaming simulations for convergence and divergence in volatile innovation environments. 1044-1055 - Stephen R. Serge, Jonathan A. Stevens, Latika Eifert:
Make it usable: highlighting the importance of improving the intuitiveness and usability of a computer-based training simulation. 1056-1067
Gaming & simulation: learning and gaming simulation
- Navonil Mustafee
, Anna Wienke, Philip Andi Smart, Phil Godsiff:
Learning maintenance, repair and operations (MRO) concepts in offshore wind industry through game-based learning. 1068-1079 - J. Robert Jones, Osman Balci, Anderson Norton
:
A cloud software system for visualization of game-based learning data collected on mobile devices. 1080-1090 - Wei Wu, Ishan Kaushik:
A bim-based educational gaming prototype for undergraduate research and education in design for sustainable aging. 1091-1102
General & scientific applications: general and scientific applications I
- Guojun Gan
:
Application of metamodeling to the valuation of large variable annuity portfolios. 1103-1114 - Zhongwei Lin, Yiping Yao:
An asynchronous GVT computing algorithm in neuron time warp-multi thread. 1115-1126 - Guillaume Chapuis, Stephan J. Eidenbenz
, Nandakishore Santhi
, Eunjung Park
:
Simian integrated framework for parallel discrete event simulation on GPUs. 1127-1138
General & scientific applications: general and scientific applications II
- Sichao Wu, Henning S. Mortveit
:
A general framework for experimental design, uncertainty quantification and sensitivity analysis of computer simulation models. 1139-1150 - Manuel D. Rossetti
, Anh T. Pham:
Simulation modeling of customer checkout configurations. 1151-1162 - Hyunsoo Lee
, Amarnath Banerjee
:
Intelligent scheduling and motion control for household vacuum cleaning robot system using simulation based optimization. 1163-1171
General & scientific applications: general and scientific applications III
- Sanjay Formighieri, Paulo José de Freitas Filho:
Estimation of Bourgoyne and young model coefficients using Markov Chain Monte Carlo simulation. 1172-1183 - Mumtaz Karatas
, Emily M. Craparo:
Evaluating the direct blast effect in multistatic sonar networks using Monte Carlo simulation. 1184-1194 - Mariana Dehon Costa e Lima, Silvia Modesto Nassar, Paulo José de Freitas Filho:
Simulation of oil drilling time series using monte carlo and bayesian networks. 1195-1205
General & scientific applications: general and scientific applications IV
- Eunji Lim, Youngmin Kim, Jaehyouk Choi
:
Optimization of analog circuits via simulation and a lagrangian-type gradient-based method. 1206-1217 - Xiaobo Zheng, Miao He, Lin Tang, Changrui Ren, Bing Shao:
A multiple-purpose simulation-based inventory optimization system: applied to a large detergent company in China. 1218-1229
General & scientific applications: general and scientific applications V
- Terri Applewhite-Grosso, Nancy Davis Griffeth, Elisa Lannon, Uchenna Unachukwu
, Stephen Redenti, Naralys Batista:
A multi-scale, physics engine-based simulation of cellular migration. 1230-1239 - Anahita Safarishahrbijari, Trisha Lawrence, Richard K. Lomotey, Juxin Liu
, Cheryl Waldner
, Nathaniel D. Osgood:
Particle filtering in a seirv simulation model of H1N1 influenza. 1240-1251
Healthcare applications: emergency healthcare
- Scott Levin, Maxim Garifullin:
Simulating wait time in healthcare: accounting for transition process variability using survival analyses. 1252-1260 - Tarun Mohan Lal, Thomas P. Roh, Todd R. Huschka:
Simulation based optimization: applications in healthcare. 1261-1271 - Il-Chul Moon, Jang Won Bae, Junseok Lee, Doyun Kim, Hyun-Rok Lee, Taesik Lee, Won Chul Cha, Ju-Hyun Kim, Gi Woon Kim:
EMSSIM: emergency medical service simulator with geographic and medical details. 1272-1284
Healthcare applications: epidemic systems
- E. Mushota Kabaso, Christine S. M. Currie
, Sally C. Brailsford
:
Simulating the provision of antiretroviral therapy in Zambia. 1285-1294 - Cristina Montañola-Sales
, Joan Francesc Gilabert-Navarro, Josep Casanovas-Garcia
, Clara Prats
, Daniel López, Joaquim Valls, Pere-Joan Cardona, Cristina Vilaplana
:
Modeling tuberculosis in Barcelona: a solution to speed-up agent-based simulations. 1295-1306
Healthcare applications: healthcare practices
- Yan Chen, Yong-Hong Kuo
, Hari Balasubramanian, Chaobai Wen:
Using simulation to examine appointment overbooking schemes for a medical imaging center. 1307-1318 - Hyojung Kang, David Munoz:
A dynamic network analysis approach for evaluating knowledge dissemination in a multi-disciplinary collaboration network in obesity research. 1319-1330 - Thomas Franck, Vincent Augusto
, Xiaolan Xie, Regis Gonthier, Emilie Achour:
Performance evaluation of an integrated care for geriatric departments using discrete-event simulation. 1331-1342
Healthcare applications: healthcare systems performance
- Seyedmohsen Hosseini, Seratun Jannat, Abdullah Al Khaled:
Discrete event simulation technique for evaluating performance of oncology department: a case study. 1343-1354 - Shaghayegh Norouzzadeh, Nancy Riebling, Lawrence Carter, Joseph Conigliaro, Martin E. Doerfler:
Simulation modeling to optimize healthcare delivery in an outpatient clinic. 1355-1366 - Alessandro Pepino, Adriano Torri, Annunziata Mazzitelli, Oscar Tamburis
:
A simulation model for analyzing the nurse workload in a university hospital ward. 1367-1378
Healthcare applications: stroke care systems
- Mahsa Keshtkaran, John Hearne, Babak Abbasi
, Leonid Churilov:
Stroke care systems: can simulation modeling catch up with the recent advances in stroke treatment? 1379-1390 - Thomas Monks
, Kerry Pearn
, Michael Allen
:
Simulation of stroke care systems. 1391-1402 - Durk-Jouke van der Zee, Maarten M. H. Lahr, Gert-Jan Luijckx, Erik Buskens
:
Simulation conceptual modeling for optimizing acute stroke care organization. 1403-1414
Healthcare applications: healthcare modeling practices
- David L. Morgareidge:
Comprehensive operational modeling and simulation policy development: private sector healthcare systems and the us military healthcare system. 1415-1426