Everything you need to know about agent-based modelling and simulation
This paper addresses the background and current state of the field of agent-based modelling and simulation (ABMS). It revisits the issue of ABMS represents as a new development, considering the extremes of being an overhyped fad, doomed to disappear, or a revolutionary development, shifting fundamen...
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| Veröffentlicht in: | Journal of simulation : JOS Jg. 10; H. 2; S. 144 - 156 |
|---|---|
| 1. Verfasser: | |
| Format: | Journal Article |
| Sprache: | Englisch |
| Veröffentlicht: |
London
Taylor & Francis
01.05.2016
Palgrave Macmillan UK Taylor & Francis Ltd |
| Schlagworte: | |
| ISSN: | 1747-7778, 1747-7786 |
| Online-Zugang: | Volltext |
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| Abstract | This paper addresses the background and current state of the field of agent-based modelling and simulation (ABMS). It revisits the issue of ABMS represents as a new development, considering the extremes of being an overhyped fad, doomed to disappear, or a revolutionary development, shifting fundamental paradigms of how research is conducted. This paper identifies key ABMS resources, publications, and communities. It also proposes several complementary definitions for ABMS, based on practice, intended to establish a common vocabulary for understanding ABMS, which seems to be lacking. It concludes by suggesting research challenges for ABMS to advance and realize its potential in the coming years. |
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| AbstractList | This paper addresses the background and current state of the field of agent-based modelling and simulation (ABMS). It revisits the issue of ABMS represents as a new development, considering the extremes of being an overhyped fad, doomed to disappear, or a revolutionary development, shifting fundamental paradigms of how research is conducted. This paper identifies key ABMS resources, publications, and communities. It also proposes several complementary definitions for ABMS, based on practice, intended to establish a common vocabulary for understanding ABMS, which seems to be lacking. It concludes by suggesting research challenges for ABMS to advance and realize its potential in the coming years. |
| Author | Macal, C M |
| Author_xml | – sequence: 1 givenname: C M surname: Macal fullname: Macal, C M email: macal@anl.gov organization: University of Chicago Computation Institute |
| BackLink | https://www.osti.gov/biblio/1391718$$D View this record in Osti.gov |
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| Cites_doi | 10.1016/j.tics.2003.09.012 10.1007/978-1-4471-5661-1 10.3389/fpsyg.2014.00668 10.1016/j.proenv.2016.02.111 10.1038/460687a 10.1016/j.advengsoft.2016.01.014 10.1146/annurev-publhealth-031210-101222 10.1016/j.proeng.2016.01.068 10.7551/mitpress/3374.001.0001 10.1057/jos.2011.19 10.1080/14649350802481470 10.1016/j.ecolmodel.2010.08.019 10.1016/0305-0483(82)90002-0 10.1007/BF03325096 10.1016/j.engappai.2015.07.005 10.1016/j.ijresmar.2011.04.002 10.1073/pnas.072081299 10.1057/jos.2010.14 10.1016/j.eswa.2011.12.015 10.18564/jasss.2857 10.1093/acprof:oso/9780195172119.001.0001 10.2105/AJPH.2014.301873 10.1016/j.compenvurbsys.2008.09.004 10.1093/aje/kwn118 10.1007/s10816-013-9188-1 10.1016/j.autcon.2016.01.004 10.1080/0022250X.1971.9989791 10.1016/j.envsoft.2016.01.005 10.18564/jasss.2687 10.4135/9781412983259 10.1007/978-1-4757-0869-1 10.1038/scientificamerican1070-120 10.1093/oso/9780195079517.001.0001 10.1016/j.ecolmodel.2011.07.010 10.1016/j.compenvurbsys.2013.05.003 10.1093/oso/9780195131581.001.0001 10.1080/0022250X.1971.9989794 10.1016/j.techfore.2016.01.018 10.1016/S0004-3702(99)00107-1 10.1073/pnas.1218772110 10.1016/j.engappai.2008.09.005 10.1002/9781119954200 10.1007/s10588-015-9183-z 10.1007/978-0-387-30440-3_536 10.1016/j.cirp.2006.10.004 10.3390/systems4010009 10.1016/j.jaa.2016.01.009 10.7208/chicago/9780226458144.001.0001 10.1016/0167-2789(86)90237-X 10.1007/978-90-481-8927-4_5 10.1111/1467-8306.9302004 10.1016/j.energy.2016.01.036 10.1177/0037549705058073 10.1038/460685a 10.1057/jos.2015.22 10.1177/1088868306294789 10.1016/j.procs.2013.01.092 10.1371/journal.pmed.1001083 10.1007/978-0-387-30440-3_7 10.1007/978-3-319-00008-4 10.1057/jos.2010.16 10.1111/j.1540-5915.1998.tb01356.x 10.1057/jos.2010.3 10.1186/2194-3206-2-3 10.18564/jasss.2503 10.1002/wsbm.1222 10.1007/978-90-481-8927-4 |
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| Keywords | multi-agent system computational social simulation modeling human behavior agent-based modeling and simulation |
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| References | LukeSCioffi-RevillaCPanaitLSullivanKBalanGMASON: A multiagent simulation environmentSimulation200581751752710.1177/0037549705058073 Heath BL (2010). The history, philosophy and practice of agent-based modeling and the development of the conceptual model for simulation diagram. PhD Dissertation, Department of Biomedical, Industrial and Human Factors Engineering, Wright State University. SchellingTCMicroMotives and MacroBehavior1978Norton: New York EpsteinJMAgent_Zero: Toward Neurocognitive Generative Social Science201410.1515/9781400848256Princeton University Press: Princeton, NJ CegielskiWHRogersJDRethinking the role of agent-based modeling in archaeologyJournal of Anthropological Archaeology201641March28329810.1016/j.jaa.2016.01.009 LukeDAStamatakisKASystems science methods in public health: Dynamics, networks, and agentsAnnual Review of Public Health201233April35737610.1146/annurev-publhealth-031210-101222 FangXMaSYangQZhangJCooperative energy dispatch for multiple autonomous microgrids with distributed renewable sources and storagesEnergy201699485710.1016/j.energy.2016.01.036 North MJ et al (2013). Complex adaptive systems modeling with repast simphony, Complex Adaptive Systems Modeling, Springer, Heidelberg, FRG, http://www.casmodeling.com/content/1/1/3. Taylor SJE, Brailsford S, Chick SE, L’Ecuyer P, Macal CM and Nelson BL (2013). Modeling and simulation grand challenges: An OR/MS perspective, In: Pasupathy R, Kim S-H, Tolk A, Hill R and Kuhl ME, (eds). Proceedings of the 2013 Winter Simulation Conference, Washington DC, 8–11 December. NelsonBL‘Some tactical problems in digital simulation’ for the next 10 yearsJournal of Simulation201610121110.1057/jos.2015.22 SunRCognition and Multi-Agent Interaction: From Cognitive Modeling to Social Simulation2006Cambridge University Press: New York JenningsNROn agent-based software engineeringArtificial Intelligence2000117227729610.1016/S0004-3702(99)00107-1 Computational and Mathematical Organization Theory (CMOT) (2016). Springer, http://www.springer.com/new+%26+forthcoming+titles+%28default%29/journal/10588. Collier NT, Ozik J and Macal CM (2015). Large-scale ABM with RepastHPC: A case-study in parallelizing a distributed ABM. In: PADABS 2015 Proceedings. Vienna, Austria, 24–28 August. LakeMWTrends in archaeological simulationJournal of Archaeological Method and Theory201421225828710.1007/s10816-013-9188-1 HeppenstallAMallesonNCrooksAT‘Space, the final frontier’: How good are agent-based models at simulating individuals and space in cities?Systems201641910.3390/systems4010009 HollandJEmergence: From Chaos to Order1997Addison—Wesley: Reading, MA HuntCAKennedyRCKimSHJRopellaGEPAgent-based modeling: A systematic assessment of use cases and requirements for enhancing pharmaceutical research and development productivitySystems Biology and Medicine201354461480 MacalCMNorthMJTutorial on agent-based modelling and simulationJournal of Simulation20104315116210.1057/jos.2010.3 RandWMRustRTAgent-based modeling in marketing: Guidelines for rigorInternational Journal of Research in Marketing201128318119310.1016/j.ijresmar.2011.04.002 FarmerJDFoleyDThe economy needs agent-based modelingNature2009460725668568610.1038/460685a BorshchevAThe Big Book of Simulation Modeling: Multimethod Modeling with AnyLogic 62013AnyLogic North America: Lisle, IL SquazzoniFAgent-Based Computational Sociology201210.1002/9781119954200John Wiley & Sons: Chichester, UK SchellingTCDynamic models of segregationJournal of Mathematical Sociology19711214318610.1080/0022250X.1971.9989794 MonostoriaLVánczaJKumaraSRTAgent-based systems for manufacturingCIRP Annals—Manufacturing Technology200655269772010.1016/j.cirp.2006.10.004 Tolk A, Balci O, Combs CD, Fujimoto R, Macal CM and Nelson BL (2015). Do we need a national research agenda for modeling and simulation? In: Yilmaz L, Chan WKV, Moon I, Roeder TMK, Macal C, and Rossetti MD (eds). Proceedings of the Winter Simulation Conference 2015. Huntington Beach, CA, 6–9 December. Yatskiv (Jackiva)ISavrasovsMGromuleVZemljanikinsVPassenger terminal safety: Simulation modelling as decision support toolProcedia Engineering201613445946810.1016/j.proeng.2016.01.068 Sankaranarayanan K (2011). Study on behavioral patterns in queuing: Agent based modeling and experimental approach, PhD Dissertation, Faculty of Economics, Institute of Management, Università della Svizzera Italiana (University of Lugano), October. Latek MM, Mussavi Rizi SM, Crooks AT and Fraser M (2012). A spatial multiagent model of border security for the Arizona-Sonora borderland. The Computational Social Science Society of America Conference, Santa Fe, NM, https://dl.dropboxusercontent.com/u/2696623/Website/CSSSA2012-1.pdf. SwaminathanJMSmithSFSadehNMModeling supply chain dynamics: A multiagent approachDecision Sciences199829360710.1111/j.1540-5915.1998.tb01356.x AnyLogic (2016). http://www.anylogic.com/, accessed 27 February 2016. HahnHAThe conundrum of verification and validation of social science-based modelsProcedia Computer Science20131687888710.1016/j.procs.2013.01.092 Axelrod R (2003). Advancing the art of simulation in the social sciences. Japanese Journal for Management Information Systems 12 (3). Minar N, Burkhart R, Langton C and Askenazi M (1996). The swarm simulation system, a toolkit for building multi-agent simulations. Working Paper 96-06-042, Santa Fe Institute, Santa Fe, NM, http://www.santafe.edu/projects/swarm/overview/overview.html. NorthMJMacalCMManaging Business Complexity: Discovering Strategic Solutions with Agent-Based Modeling and Simulation200710.1093/acprof:oso/9780195172119.001.0001Oxford University Press: Oxford, UK Sackler Colloquium (2001). Arthur M. Sackler colloquium of the national academy of sciences, Adaptive Agents, Intelligence, and Emergent Human Organization: Capturing Complexity through Agent-Based Modeling, held 4–6, October, at the Arnold and Mabel Beckman Center of the National Academies of Science and Engineering in Irvine, CA, http://www.pnas.org/content/99/suppl_3#ColloquiumPaper. ShenWNorrieDHAgent-based systems for intelligent manufacturing: A state-of-the-art surveyKnowledge and Information Systems19991212915610.1007/BF03325096 UhrmacherAMWeynsDMulti-Agent Systems: Simulation and Applications2009CRC Press: Boca Raton, FL ZeiglerBPPraehoferHKimTGTheory of Modeling and Simulation: Integrating Discrete Event and Continuous Complex Systems2000Academic Press: San Diego, CA Repast (2016). http://repast.sourceforge.net/repast_simphony.php, accessed 27 February 2016. HarveyBComputer Science Logo Style1997MIT Press: Boston Helbing D and Balietti S (2011). How to do agent-based simulations in the future: From modeling social mechanisms to emergent phenomena and interactive systems design, Santa Fe Institute working paper: 2011-06-024. Santa Fe, New Mexico, USA, http://www.santafe.edu/media/workingpapers/11-06-024.pdf. Macal CM and North MJ (2014). Introductory tutorial: Agent-based modeling and simulation, In: Tolk A, Diallo SD, Ryzhov IO, Yilmaz L, Buckley S, and Miller JA (eds). Proceedings of the 2014 Winter Simulation Conference, Savannah, Georgia, USA (7–10 December). KuhnTThe Structure of Scientific Revolutions201210.7208/chicago/9780226458144.001.0001University of Chicago Press: Chicago MASON (2016). http://cs.gmu.edu/~eclab/projects/mason/, accessed 27 February 2016. WurzerGKowarikKReschreiterHAgent-Based Modeling and Simulation in Archaeology201510.1007/978-3-319-00008-4Springer: New York Smith L, Beckman R, Baggerly K, Anson D and Williams M (1995). TRANSIMS: TRansportation ANalysis and SIMulation system: Project summary and status, http://ntl.bts.gov/DOCS/466.html, accessed 27 February 2016. Simio (2014). http://www.simio.com, accessed 25 February 2016. Journal of Artificial Societies and Social Simulation (JASSS) (2016). SimSoc Consortium, http://jasss.soc.surrey.ac.uk/JASSS.html. Nicholls S, Amelung B and Student J (2016). Agent-based modeling: A powerful tool for tourism researchers. Journal of Travel Research, Published online before print, 3 January. doi:10.1177/0047287515620490. CrooksATHeppenstallAJIntroduction to agent-based modellingAgent-Based Models of Geographical Systems20128510810.1007/978-90-481-8927-4_5Springer: New York GardnerMThe fantastic combinations of John Conway’s new solitaire game ‘life’Scientific American1970223October12012310.1038/scientificamerican1070-120 DesmarchelierBFangESNational culture and innovation diffusion. Exploratory insights from agent-based modelingTechnological Forecasting and Social Change2016105April12112810.1016/j.techfore.2016.01.018 RubinsteinRYKroeseDPSimulation and the Monte Carlo Method2008John Wiley & Sons: New York BestBJKennedyWGAmantRSt.Behavioral representation in modeling and simulation: Introduction to CMOT special issue-BRiMS 2012Computational and Mathematical Organization Theory201521324324610.1007/s10588-015-9183-z NetLogo (2016). http://ccl.northwestern.edu/netlogo/, accessed 27 February 2016. McKeonRIntroduction to AristotleAristotle, Poetics1973University of Chicago Press: Chicago KahnemanDThinking, Fast and Slow2011Palgrave Macmillan: New York EpsteinJMAxtellRGrowing Artificial Societies: Social Science from the Bottom Up1996MIT Press: Cambridge, MA ThieleJCKurthWGrimmVFacilitating parameter estimation and sensitivity analysis of agent-based models: A cookbook using NetLogo and ‘R’Journal of Artificial Societies and Social Simulation20141731110.18564/jasss.2503 LiZ-yTangMLiangDZhaoZNumerical simulation of evacuation in a subway stationProcedia Engineering201613561562010.1016/j.proenv.2016.02.111 DeAngelisDLGrossLJIndividual-Based Models and Approaches in Ecology: Populations, Communities, and Ecosystems199210.1007/978-1-4757-0869-1Chapman and Hall: New York HeppenstallAJCrooksATSeeLMBattyMAgent-Based Models of Geographical Systems201210.1007/978-90-481-8927-4Springer: Dordrecht Polhill JG, Parker D, Brown D and Grimm V (2008). Using the ODD protocol for describing three agent-based social simulation models of land-use change. Journal of Artificial Soc CIT0072 CIT0071 CIT0076 CIT0031 Asimov I (CIT0005) 1988 CIT0078 CIT0111 CIT0033 Epstein JM (CIT0040) 1996 CIT0110 Epstein JM (CIT0037) 2006 Gilbert N (CIT0046) 2005 Rubinstein RY (CIT0104) 2008 Bonabeau E (CIT0019) 1999 Harvey B (CIT0050) 1997 CIT0038 CIT0114 Richardson GP (CIT0103) 2009 CIT0118 Kaufman SA (CIT0067) 1993 CIT0083 CIT0041 CIT0085 CIT0120 CIT0042 Bonabeau E (CIT0018) 2001; 99 CIT0089 CIT0122 Crooks AT (CIT0030) 2012 DeAngelis DL (CIT0032) 1992 CIT0044 CIT0081 CIT0080 Hamill L (CIT0049) 2016 Cellier FE (CIT0023) 2006 Holland J (CIT0060) 1997 Hernandez L (CIT0058) 2015; 45 CIT0047 CIT0002 Borshchev A (CIT0021) 2013 Hunt CA (CIT0062) 2013; 5 CIT0004 CIT0048 CIT0128 CIT0006 Kuhn T (CIT0070) 2012 Squazzoni F (CIT0115) 2012 Zeigler BP (CIT0129) 2000 Law AM (CIT0074) 2014 CIT0094 Heath B (CIT0054) 2009; 12 Wurzer G (CIT0127) 2015 Tesfatsion L (CIT0121) 2006 CIT0098 CIT0053 CIT0130 CIT0012 CIT0011 Sun R (CIT0117) 2006 Heppenstall AJ (CIT0056) 2012 Epstein JM (CIT0039) 2014 CIT0091 Wilensky U (CIT0125) 2015 CIT0014 CIT0013 CIT0057 Olariu S (CIT0097) 2006 McKeon R (CIT0087) 1973 CIT0015 CIT0059 CIT0017 CIT0061 CIT0063 Gilbert N (CIT0045) 2008 CIT0065 CIT0022 Kahneman D (CIT0066) 2011 Schelling TC (CIT0109) 1978 Railsback SF (CIT0100) 2011 North MJ (CIT0095) 2007 Axelrod R (CIT0007) 1984 Cioffi-Revilla C (CIT0025) 2014 Macal CM (CIT0082) 2009 CIT0069 CIT0068 CIT0101 CIT0029 CIT0106 CIT0028 Uhrmacher AM (CIT0124) 2009 CIT0108 |
| References_xml | – reference: Axelrod R and Tesfatsion L (2016). On-line guide for newcomers to agent-based modeling in the social sciences, http://www2.econ.iastate.edu/tesfatsi/abmread.htm, accessed 14 February 2016. – reference: HeathBLHillRRSome insights into the emergence of agent-based modelingJournal of Simulation20104316316910.1057/jos.2010.16 – reference: HollandJEmergence: From Chaos to Order1997Addison—Wesley: Reading, MA – reference: LeBaron B (2005). Agent-based computational finance, http://people.brandeis.edu/~blebaron/wps/hbook.pdf, accessed 25 February 2016. – reference: HuntCAKennedyRCKimSHJRopellaGEPAgent-based modeling: A systematic assessment of use cases and requirements for enhancing pharmaceutical research and development productivitySystems Biology and Medicine201354461480 – reference: Axtell R (2000). Why agents? On the varied motivations for agent computing in the social sciences. Working Paper 17. Center on Social and Economic Dynamics, Brookings Institution, Washington DC. – reference: LakeMWTrends in archaeological simulationJournal of Archaeological Method and Theory201421225828710.1007/s10816-013-9188-1 – reference: Polhill JG, Parker D, Brown D and Grimm V (2008). Using the ODD protocol for describing three agent-based social simulation models of land-use change. Journal of Artificial Societies and Social Simulation 11. – reference: EpsteinJMGenerative Social Science: Studies in Agent-Based Computational Modeling2006Princeton University Press: Princeton, NJ – reference: MASON (2016). http://cs.gmu.edu/~eclab/projects/mason/, accessed 27 February 2016. – reference: ZeiglerBPPraehoferHKimTGTheory of Modeling and Simulation: Integrating Discrete Event and Continuous Complex Systems2000Academic Press: San Diego, CA – reference: Journal of Artificial Societies and Social Simulation (JASSS) (2016). SimSoc Consortium, http://jasss.soc.surrey.ac.uk/JASSS.html. – reference: CrooksATHeppenstallAJIntroduction to agent-based modellingAgent-Based Models of Geographical Systems20128510810.1007/978-90-481-8927-4_5Springer: New York – reference: MacalCMAgent based modeling and artificial lifeEncyclopedia of Complexity and Systems Science200911213110.1007/978-0-387-30440-3_7Springer: New York – reference: AnLAgent-based modeling in urban and architectural research: A brief literature reviewEcological Modelling2012229253610.1016/j.ecolmodel.2011.07.010 – reference: ParkerDCMansonSMJanssenMAHoffmannMJDeadmanPMulti-agent systems for the simulation of land-use and land-cover change: A reviewAnnals of the Association of American Geographers200393231433710.1111/1467-8306.9302004 – reference: North MJ et al (2013). Complex adaptive systems modeling with repast simphony, Complex Adaptive Systems Modeling, Springer, Heidelberg, FRG, http://www.casmodeling.com/content/1/1/3. – reference: SchellingTCDynamic models of segregationJournal of Mathematical Sociology19711214318610.1080/0022250X.1971.9989794 – reference: BalkeTGilbertNHow do agents make decisions? A surveyJournal of Artificial Societies and Social Simulation20141741310.18564/jasss.2687 – reference: GrimmVBergerUDeAngelisDLPolhillJGGiskeJRailsbackSFThe ODD protocol: A review and first updateEcological Modelling20102212760276810.1016/j.ecolmodel.2010.08.019 – reference: EpsteinJMAxtellRGrowing Artificial Societies: Social Science from the Bottom Up1996MIT Press: Cambridge, MA – reference: SquazzoniFAgent-Based Computational Sociology201210.1002/9781119954200John Wiley & Sons: Chichester, UK – reference: SiebersPOMacalCMGarnettJBuxtonDPiddMDiscrete-event simulation is dead, long live agent-based simulation!Journal of Simulation20104320421010.1057/jos.2010.14 – reference: HuffKDFundamental concepts in the cyclus nuclear fuel cycle simulation frameworkAdvances in Engineering Software201694April465910.1016/j.advengsoft.2016.01.014 – reference: Bookstaber R (2012). Using agent-based models for analyzing threats to financial stability. Working Paper no. 0003 (21 December). U.S. Department Treasury. Office of Financial Research, https://financialresearch.gov/working-papers/, accessed 25 February 2016. – reference: Sackler Colloquium (2001). Arthur M. Sackler colloquium of the national academy of sciences, Adaptive Agents, Intelligence, and Emergent Human Organization: Capturing Complexity through Agent-Based Modeling, held 4–6, October, at the Arnold and Mabel Beckman Center of the National Academies of Science and Engineering in Irvine, CA, http://www.pnas.org/content/99/suppl_3#ColloquiumPaper. – reference: AxelrodRThe Evolution of Cooperation1984Basic Books: New York – reference: Latek MM, Mussavi Rizi SM, Crooks AT and Fraser M (2012). A spatial multiagent model of border security for the Arizona-Sonora borderland. The Computational Social Science Society of America Conference, Santa Fe, NM, https://dl.dropboxusercontent.com/u/2696623/Website/CSSSA2012-1.pdf. – reference: Environmental Modeling and Software (EMS) (2016). Elsevier, http://www.journals.elsevier.com/environmental-modelling-and-software/. – reference: Agent-based computational economics (ACE) (2016). http://www2.econ.iastate.edu/tesfatsi/ace.htm, accessed 31 January 2016. – reference: MonostoriaLVánczaJKumaraSRTAgent-based systems for manufacturingCIRP Annals—Manufacturing Technology200655269772010.1016/j.cirp.2006.10.004 – reference: HeppenstallAMallesonNCrooksAT‘Space, the final frontier’: How good are agent-based models at simulating individuals and space in cities?Systems201641910.3390/systems4010009 – reference: GardnerMThe fantastic combinations of John Conway’s new solitaire game ‘life’Scientific American1970223October12012310.1038/scientificamerican1070-120 – reference: Sankaranarayanan K (2011). Study on behavioral patterns in queuing: Agent based modeling and experimental approach, PhD Dissertation, Faculty of Economics, Institute of Management, Università della Svizzera Italiana (University of Lugano), October. – reference: AsgariSAwwadRKandilAOdehIImpact of considering need for work and risk on performance of construction contractors: An agent-based approachAutomation in Construction201665May92010.1016/j.autcon.2016.01.004 – reference: Heath SK, Brailsford SC, Buss A and Macal CM (2011). Cross-paradigm simulation modeling: Challenges and successes, In: Jain S, Creasey RR, Himmelspach J, White KP, and Fu M (eds). Proceedings of the 2011 Winter Simulation Conference. – reference: Helbing D and Balietti S (2011). How to do agent-based simulations in the future: From modeling social mechanisms to emergent phenomena and interactive systems design, Santa Fe Institute working paper: 2011-06-024. Santa Fe, New Mexico, USA, http://www.santafe.edu/media/workingpapers/11-06-024.pdf. – reference: KaufmanSAThe Origins of Order1993Oxford University Press: Oxford – reference: HuntingtonHGWeyantJPSweeneyJLModeling for insights, not numbers: The experiences of the energy modeling forumOMEGA, The International Journal of Management Science19825144946210.1016/0305-0483(82)90002-0 – reference: LawAMSimulation Modeling and Analysis2014McGraw-Hill: New York – reference: Tolk A, Balci O, Combs CD, Fujimoto R, Macal CM and Nelson BL (2015). Do we need a national research agenda for modeling and simulation? In: Yilmaz L, Chan WKV, Moon I, Roeder TMK, Macal C, and Rossetti MD (eds). Proceedings of the Winter Simulation Conference 2015. Huntington Beach, CA, 6–9 December. – reference: MacalCMNorthMJTutorial on agent-based modelling and simulationJournal of Simulation20104315116210.1057/jos.2010.3 – reference: Axelrod R (2003). Advancing the art of simulation in the social sciences. Japanese Journal for Management Information Systems 12 (3). – reference: Computational and Mathematical Organization Theory (CMOT) (2016). Springer, http://www.springer.com/new+%26+forthcoming+titles+%28default%29/journal/10588. – reference: KuhnTThe Structure of Scientific Revolutions201210.7208/chicago/9780226458144.001.0001University of Chicago Press: Chicago – reference: ThieleJCKurthWGrimmVFacilitating parameter estimation and sensitivity analysis of agent-based models: A cookbook using NetLogo and ‘R’Journal of Artificial Societies and Social Simulation20141731110.18564/jasss.2503 – reference: Chen X, Ong Y-S, Tan P-S, Zhang N and Li Z (2013). Agent-based modeling and simulation for supply chain risk management—A survey of the state-of-the-art, 2013 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Manchester, pp 1294–1299. – reference: Bernhardt KLS (2013). Agent-based modeling in transportation. 70 Transportation Research Circular E-C113: Artificial Intelligence in Transportation, 72–80. – reference: HahnHAThe conundrum of verification and validation of social science-based modelsProcedia Computer Science20131687888710.1016/j.procs.2013.01.092 – reference: HeppenstallAJCrooksATSeeLMBattyMAgent-Based Models of Geographical Systems201210.1007/978-90-481-8927-4Springer: Dordrecht – reference: NorthMJMacalCMManaging Business Complexity: Discovering Strategic Solutions with Agent-Based Modeling and Simulation200710.1093/acprof:oso/9780195172119.001.0001Oxford University Press: Oxford, UK – reference: LiZ-yTangMLiangDZhaoZNumerical simulation of evacuation in a subway stationProcedia Engineering201613561562010.1016/j.proenv.2016.02.111 – reference: HoadKWattsCAre we there yet? Simulation modellers on what needs to be done to involve agent-based simulation in practical decision makingJournal of Simulation201261677010.1057/jos.2011.19 – reference: Liu R, Jiang D and Shi L (2016). Agent-based simulation of alternative classroom evacuation scenarios. Frontiers of Architectural Research, Available online 10 February, www.journals.elsevier.com/frontiers-of-architectural-research. – reference: LukeDAStamatakisKASystems science methods in public health: Dynamics, networks, and agentsAnnual Review of Public Health201233April35737610.1146/annurev-publhealth-031210-101222 – reference: SunRCognition and Multi-Agent Interaction: From Cognitive Modeling to Social Simulation2006Cambridge University Press: New York – reference: CrooksATWiseSGIS and agent-based models for humanitarian assistanceComputers, Environment and Urban Systems201341September10011110.1016/j.compenvurbsys.2013.05.003 – reference: RailsbackSFGrimmVAgent-Based and Individual-Based Modeling: A Practical Introduction2011Princeton University Press: Princeton, NJ – reference: LeitaPAgent-based distributed manufacturing control: A state-of-the-art surveyEngineering Applications of Artificial Intelligence200922200997999110.1016/j.engappai.2008.09.005 – reference: Will TE (2016). Flock leadership: Understanding and influencing emergent collective behavior. The Leadership Quarterly, Available online 15 February, www.journals.elsevier.com/the-leadership-quarterly. – reference: KahnemanDThinking, Fast and Slow2011Palgrave Macmillan: New York – reference: BestBJKennedyWGAmantRSt.Behavioral representation in modeling and simulation: Introduction to CMOT special issue-BRiMS 2012Computational and Mathematical Organization Theory201521324324610.1007/s10588-015-9183-z – reference: Collier NT, Ozik J and Macal CM (2015). Large-scale ABM with RepastHPC: A case-study in parallelizing a distributed ABM. In: PADABS 2015 Proceedings. Vienna, Austria, 24–28 August. – reference: WilenskyURandWAn Introduction to Agent-Based Modeling: Modeling Natural, Social and Engineered Complex Systems with NetLogo2015MIT Press: Cambridge, MA – reference: RubinsteinRYKroeseDPSimulation and the Monte Carlo Method2008John Wiley & Sons: New York – reference: KoutivaIMakropoulosCModelling domestic water demand: An agent based approachEnvironmental Modelling & Software201679May355410.1016/j.envsoft.2016.01.005 – reference: BengtssonLLuXThorsonAGarfieldRvon SchreebJImproved response to disasters and outbreaks by tracking population movements with mobile phone network data: A post-earthquake geospatial study in HaitiPLoS Medicine201188e100108310.1371/journal.pmed.1001083 – reference: SwaminathanJMSmithSFSadehNMModeling supply chain dynamics: A multiagent approachDecision Sciences199829360710.1111/j.1540-5915.1998.tb01356.x – reference: Nicholls S, Amelung B and Student J (2016). Agent-based modeling: A powerful tool for tourism researchers. Journal of Travel Research, Published online before print, 3 January. doi:10.1177/0047287515620490. – reference: HamillLGilbertNAgent-Based Modelling in Economics2016John Wiley & Sons: New York – reference: UhrmacherAMWeynsDMulti-Agent Systems: Simulation and Applications2009CRC Press: Boca Raton, FL – reference: BankesSCAgent-based modeling: A revolution?Proceedings of the National Academy of Sciences200299Suppl 37199720010.1073/pnas.072081299 – reference: CegielskiWHRogersJDRethinking the role of agent-based modeling in archaeologyJournal of Anthropological Archaeology201641March28329810.1016/j.jaa.2016.01.009 – reference: Ecological Modeling (EM) (2016). Elsevier, http://www.journals.elsevier.com/ecological-modelling/. – reference: EpsteinJMAgent_Zero: Toward Neurocognitive Generative Social Science201410.1515/9781400848256Princeton University Press: Princeton, NJ – reference: Repast (2016). http://repast.sourceforge.net/repast_simphony.php, accessed 27 February 2016. – reference: OlariuSZomayaAYHandbook of Bioinspired Algorithms and Applications2006CRC Press: Florida – reference: LukeSCioffi-RevillaCPanaitLSullivanKBalanGMASON: A multiagent simulation environmentSimulation200581751752710.1177/0037549705058073 – reference: Gabel S (2003). Welcome. In: Macal, C, North M and Sallach D (eds). Proceedings of Agent 2003 Conference on Challenges in Social Simulation, 2–4 October, Chicago, IL, pp 151–152. – reference: SakodaJMThe checkerboard model of social interactionJournal of Mathematical Sociology19711111913210.1080/0022250X.1971.9989791 – reference: The Economist (2010). Agents of change: Conventional models failed to foresee the economic crisis. Could agent-based modeling do better? 22 July (online), http://www.economist.com/node/16636121, accessed 15 February 2016. – reference: ZellnerMLEmbracing complexity and uncertainty: The potential of agent-based modeling for environmental planning and policyPlanning Theory & Practice20089443745710.1080/14649350802481470 – reference: EpsteinJMModelling to contain pandemicsNature2009460668710.1038/460687a – reference: McKeonRIntroduction to AristotleAristotle, Poetics1973University of Chicago Press: Chicago – reference: RandWMRustRTAgent-based modeling in marketing: Guidelines for rigorInternational Journal of Research in Marketing201128318119310.1016/j.ijresmar.2011.04.002 – reference: AuchinclossAHDiez RouxAVA new tool for epidemiology: The usefulness of dynamic-agent models in understanding place effects on healthAmerican Journal of Epidemiology200816811810.1093/aje/kwn118 – reference: Social Science Computing Review (SSCR) (2016). Sage, http://ssc.sagepub.com/. – reference: GilbertNAgent-Based Models200810.4135/9781412983259Sage: London – reference: AnyLogic (2016). http://www.anylogic.com/, accessed 27 February 2016. – reference: BarbatiMBrunoGGenoveseAApplications of agent-based models for optimization problems: A literature reviewExpert Systems with Applications20113956020602810.1016/j.eswa.2011.12.015 – reference: Taylor SJE, Brailsford S, Chick SE, L’Ecuyer P, Macal CM and Nelson BL (2013). Modeling and simulation grand challenges: An OR/MS perspective, In: Pasupathy R, Kim S-H, Tolk A, Hill R and Kuhl ME, (eds). Proceedings of the 2013 Winter Simulation Conference, Washington DC, 8–11 December. – reference: Yatskiv (Jackiva)ISavrasovsMGromuleVZemljanikinsVPassenger terminal safety: Simulation modelling as decision support toolProcedia Engineering201613445946810.1016/j.proeng.2016.01.068 – reference: NorthMA theoretical formalism for analyzing agent-based modelsComplex Adaptive Systems Modeling201421310.1186/2194-3206-2-3 – reference: Macal CM and North MJ (2014). Introductory tutorial: Agent-based modeling and simulation, In: Tolk A, Diallo SD, Ryzhov IO, Yilmaz L, Buckley S, and Miller JA (eds). Proceedings of the 2014 Winter Simulation Conference, Savannah, Georgia, USA (7–10 December). – reference: RichardsonGPSystem dynamics, The basic elements ofEncyclopedia of Complexity and Systems Science20098967897410.1007/978-0-387-30440-3_536Springer – reference: BonabeauEDorigoMTheraulazGSwarm Intelligence: From Natural To Artificial Systems1999Oxford University Press: Oxford – reference: HarveyBComputer Science Logo Style1997MIT Press: Boston – reference: ConteRPaolucciMOn agent-based modeling and computational social scienceFrontiers in Psychology2014566810.3389/fpsyg.2014.00668 – reference: Heath BL (2010). The history, philosophy and practice of agent-based modeling and the development of the conceptual model for simulation diagram. PhD Dissertation, Department of Biomedical, Industrial and Human Factors Engineering, Wright State University. – reference: DeAngelisDLGrossLJIndividual-Based Models and Approaches in Ecology: Populations, Communities, and Ecosystems199210.1007/978-1-4757-0869-1Chapman and Hall: New York – reference: Li H, Chen G, Dong Z and Xia D (2016). Consensus analysis of multiagent systems with second-order nonlinear dynamics and general directed topology: An event-triggered scheme. Information Sciences. Available online 18 February, www.journals.elsevier.com/information-sciences. – reference: DesmarchelierBFangESNational culture and innovation diffusion. Exploratory insights from agent-based modelingTechnological Forecasting and Social Change2016105April12112810.1016/j.techfore.2016.01.018 – reference: JenningsNROn agent-based software engineeringArtificial Intelligence2000117227729610.1016/S0004-3702(99)00107-1 – reference: WurzerGKowarikKReschreiterHAgent-Based Modeling and Simulation in Archaeology201510.1007/978-3-319-00008-4Springer: New York – reference: NetLogo (2016). http://ccl.northwestern.edu/netlogo/, accessed 27 February 2016. – reference: GilbertNTroitzschKGSimulation for the Social Scientist2005Open University Press: Maidenhead, UK – reference: TesfatsionLJuddKLHandbook of Computational Economics, Volume II: Agent-Based Computational Economics2006Elsevier/North-Holland: Amsterdam – reference: BonabeauEAgent-based modeling: Methods and techniques for simulating human systemsProceedings of the National Academy of Sciences200199372807287 – reference: NelsonBL‘Some tactical problems in digital simulation’ for the next 10 yearsJournal of Simulation201610121110.1057/jos.2015.22 – reference: BedauMAArtificial life: Organization, adaptation, and complexity from the bottom upTrends in Cognitive Science2003750551210.1016/j.tics.2003.09.012 – reference: KosinakiMStillwellDGraepelTPrivate records and attributes are predictable from digital records of human behaviorProceedings of the National Academy of Sciences2013110155802580510.1073/pnas.1218772110 – reference: Nature (2009). Editorial: A model approach. Nature 460 (6): 667. – reference: Cioffi-RevillaCIntroduction to Computational Social Science: Principles and Applications201410.1007/978-1-4471-5661-1Springer: London – reference: Minar N, Burkhart R, Langton C and Askenazi M (1996). The swarm simulation system, a toolkit for building multi-agent simulations. Working Paper 96-06-042, Santa Fe Institute, Santa Fe, NM, http://www.santafe.edu/projects/swarm/overview/overview.html. – reference: LangtonCGStudying artificial life with cellular automataPhysica D1986221–312014910.1016/0167-2789(86)90237-X – reference: SmithERConreyFRAgent-based modeling: A new approach for theory building in social psychologyPersonality and Social Psychology Review20071118710410.1177/1088868306294789 – reference: SchellingTCMicroMotives and MacroBehavior1978Norton: New York – reference: MaglioPPSepulvedaM-JMabryPLMainstreaming modeling and simulation to accelerate public health innovationAmerican Journal of Public Health201410471181118610.2105/AJPH.2014.301873 – reference: Simio (2014). http://www.simio.com, accessed 25 February 2016. – reference: FangXMaSYangQZhangJCooperative energy dispatch for multiple autonomous microgrids with distributed renewable sources and storagesEnergy201699485710.1016/j.energy.2016.01.036 – reference: BorshchevAThe Big Book of Simulation Modeling: Multimethod Modeling with AnyLogic 62013AnyLogic North America: Lisle, IL – reference: FarmerJDFoleyDThe economy needs agent-based modelingNature2009460725668568610.1038/460685a – reference: HernandezLBaladronCAguiarJMCarroBSanchez-EsguevillasALloretJSurvey of multi-agent systems for microgrid controlEngineering Applications of Artificial Intelligence201545October192203 – reference: CellierFEKofmanEContinuous System Simulation2006Springer: New York – reference: CrooksACastleCBattyMKey challenges in agent-based modelling for geo-spatial simulationComputers, Environment and Urban Systems200832641743010.1016/j.compenvurbsys.2008.09.004 – reference: AsimovIPrelude to Foundation1988Doubleday: New York – reference: ShenWNorrieDHAgent-based systems for intelligent manufacturing: A state-of-the-art surveyKnowledge and Information Systems19991212915610.1007/BF03325096 – reference: HeathBHillRCiaralloFA survey of agent- based modeling practices (January 1998 to July 2008)Journal of Artificial Societies and Social Simulation20091249 – reference: ten BroekeGvan VoornGLigtenbergAWhich sensitivity analysis method should I use for my agent-based model?Journal of Artificial Societies and Social Simulation2016191510.18564/jasss.2857 – reference: Smith L, Beckman R, Baggerly K, Anson D and Williams M (1995). TRANSIMS: TRansportation ANalysis and SIMulation system: Project summary and status, http://ntl.bts.gov/DOCS/466.html, accessed 27 February 2016. – ident: CIT0014 doi: 10.1016/j.tics.2003.09.012 – volume-title: Introduction to Computational Social Science: Principles and Applications year: 2014 ident: CIT0025 doi: 10.1007/978-1-4471-5661-1 – ident: CIT0028 doi: 10.3389/fpsyg.2014.00668 – ident: CIT0078 doi: 10.1016/j.proenv.2016.02.111 – ident: CIT0038 doi: 10.1038/460687a – ident: CIT0061 doi: 10.1016/j.advengsoft.2016.01.014 – ident: CIT0081 doi: 10.1146/annurev-publhealth-031210-101222 – ident: CIT0128 doi: 10.1016/j.proeng.2016.01.068 – volume-title: Growing Artificial Societies: Social Science from the Bottom Up year: 1996 ident: CIT0040 doi: 10.7551/mitpress/3374.001.0001 – ident: CIT0059 doi: 10.1057/jos.2011.19 – ident: CIT0130 doi: 10.1080/14649350802481470 – ident: CIT0047 doi: 10.1016/j.ecolmodel.2010.08.019 – ident: CIT0063 doi: 10.1016/0305-0483(82)90002-0 – volume-title: Simulation and the Monte Carlo Method year: 2008 ident: CIT0104 – volume-title: Theory of Modeling and Simulation: Integrating Discrete Event and Continuous Complex Systems year: 2000 ident: CIT0129 – ident: CIT0110 doi: 10.1007/BF03325096 – volume: 45 start-page: 192 year: 2015 ident: CIT0058 publication-title: Engineering Applications of Artificial Intelligence doi: 10.1016/j.engappai.2015.07.005 – ident: CIT0101 doi: 10.1016/j.ijresmar.2011.04.002 – ident: CIT0012 doi: 10.1073/pnas.072081299 – ident: CIT0111 doi: 10.1057/jos.2010.14 – ident: CIT0013 doi: 10.1016/j.eswa.2011.12.015 – volume-title: An Introduction to Agent-Based Modeling: Modeling Natural, Social and Engineered Complex Systems with NetLogo year: 2015 ident: CIT0125 – volume-title: Aristotle, Poetics year: 1973 ident: CIT0087 – volume: 12 start-page: 9 issue: 4 year: 2009 ident: CIT0054 publication-title: Journal of Artificial Societies and Social Simulation – ident: CIT0120 doi: 10.18564/jasss.2857 – volume-title: Managing Business Complexity: Discovering Strategic Solutions with Agent-Based Modeling and Simulation year: 2007 ident: CIT0095 doi: 10.1093/acprof:oso/9780195172119.001.0001 – ident: CIT0085 doi: 10.2105/AJPH.2014.301873 – volume-title: The Evolution of Cooperation year: 1984 ident: CIT0007 – ident: CIT0029 doi: 10.1016/j.compenvurbsys.2008.09.004 – ident: CIT0006 doi: 10.1093/aje/kwn118 – ident: CIT0071 doi: 10.1007/s10816-013-9188-1 – ident: CIT0004 doi: 10.1016/j.autcon.2016.01.004 – volume-title: Simulation for the Social Scientist year: 2005 ident: CIT0046 – ident: CIT0106 doi: 10.1080/0022250X.1971.9989791 – volume-title: Handbook of Bioinspired Algorithms and Applications year: 2006 ident: CIT0097 – ident: CIT0069 doi: 10.1016/j.envsoft.2016.01.005 – volume-title: Emergence: From Chaos to Order year: 1997 ident: CIT0060 – ident: CIT0011 doi: 10.18564/jasss.2687 – volume-title: Agent-Based Models year: 2008 ident: CIT0045 doi: 10.4135/9781412983259 – volume-title: Handbook of Computational Economics, Volume II: Agent-Based Computational Economics year: 2006 ident: CIT0121 – volume-title: Continuous System Simulation year: 2006 ident: CIT0023 – volume-title: Individual-Based Models and Approaches in Ecology: Populations, Communities, and Ecosystems year: 1992 ident: CIT0032 doi: 10.1007/978-1-4757-0869-1 – ident: CIT0044 doi: 10.1038/scientificamerican1070-120 – volume-title: The Origins of Order year: 1993 ident: CIT0067 doi: 10.1093/oso/9780195079517.001.0001 – volume-title: Multi-Agent Systems: Simulation and Applications year: 2009 ident: CIT0124 – ident: CIT0002 doi: 10.1016/j.ecolmodel.2011.07.010 – ident: CIT0031 doi: 10.1016/j.compenvurbsys.2013.05.003 – volume-title: Swarm Intelligence: From Natural To Artificial Systems year: 1999 ident: CIT0019 doi: 10.1093/oso/9780195131581.001.0001 – ident: CIT0108 doi: 10.1080/0022250X.1971.9989794 – volume-title: Agent_Zero: Toward Neurocognitive Generative Social Science year: 2014 ident: CIT0039 – ident: CIT0033 doi: 10.1016/j.techfore.2016.01.018 – ident: CIT0065 doi: 10.1016/S0004-3702(99)00107-1 – ident: CIT0068 doi: 10.1073/pnas.1218772110 – volume-title: MicroMotives and MacroBehavior year: 1978 ident: CIT0109 – volume-title: The Big Book of Simulation Modeling: Multimethod Modeling with AnyLogic 6 year: 2013 ident: CIT0021 – ident: CIT0076 doi: 10.1016/j.engappai.2008.09.005 – volume-title: Agent-Based Computational Sociology year: 2012 ident: CIT0115 doi: 10.1002/9781119954200 – ident: CIT0017 doi: 10.1007/s10588-015-9183-z – start-page: 8967 volume-title: Encyclopedia of Complexity and Systems Science year: 2009 ident: CIT0103 doi: 10.1007/978-0-387-30440-3_536 – volume-title: Cognition and Multi-Agent Interaction: From Cognitive Modeling to Social Simulation year: 2006 ident: CIT0117 – ident: CIT0089 doi: 10.1016/j.cirp.2006.10.004 – volume-title: Thinking, Fast and Slow year: 2011 ident: CIT0066 – volume-title: Agent-Based Modelling in Economics year: 2016 ident: CIT0049 – volume-title: Computer Science Logo Style year: 1997 ident: CIT0050 – ident: CIT0057 doi: 10.3390/systems4010009 – ident: CIT0022 doi: 10.1016/j.jaa.2016.01.009 – volume-title: The Structure of Scientific Revolutions year: 2012 ident: CIT0070 doi: 10.7208/chicago/9780226458144.001.0001 – ident: CIT0072 doi: 10.1016/0167-2789(86)90237-X – volume-title: Agent-Based and Individual-Based Modeling: A Practical Introduction year: 2011 ident: CIT0100 – start-page: 85 volume-title: Agent-Based Models of Geographical Systems year: 2012 ident: CIT0030 doi: 10.1007/978-90-481-8927-4_5 – ident: CIT0098 doi: 10.1111/1467-8306.9302004 – volume-title: Simulation Modeling and Analysis year: 2014 ident: CIT0074 – ident: CIT0041 doi: 10.1016/j.energy.2016.01.036 – volume-title: Prelude to Foundation year: 1988 ident: CIT0005 – ident: CIT0080 doi: 10.1177/0037549705058073 – ident: CIT0042 doi: 10.1038/460685a – ident: CIT0091 doi: 10.1057/jos.2015.22 – ident: CIT0114 doi: 10.1177/1088868306294789 – ident: CIT0048 doi: 10.1016/j.procs.2013.01.092 – ident: CIT0015 doi: 10.1371/journal.pmed.1001083 – start-page: 112 volume-title: Encyclopedia of Complexity and Systems Science year: 2009 ident: CIT0082 doi: 10.1007/978-0-387-30440-3_7 – volume-title: Agent-Based Modeling and Simulation in Archaeology year: 2015 ident: CIT0127 doi: 10.1007/978-3-319-00008-4 – volume-title: Generative Social Science: Studies in Agent-Based Computational Modeling year: 2006 ident: CIT0037 – ident: CIT0053 doi: 10.1057/jos.2010.16 – ident: CIT0118 doi: 10.1111/j.1540-5915.1998.tb01356.x – ident: CIT0083 doi: 10.1057/jos.2010.3 – ident: CIT0094 doi: 10.1186/2194-3206-2-3 – ident: CIT0122 doi: 10.18564/jasss.2503 – volume: 99 start-page: 7280 issue: 3 year: 2001 ident: CIT0018 publication-title: Proceedings of the National Academy of Sciences – volume: 5 start-page: 461 issue: 4 year: 2013 ident: CIT0062 publication-title: Systems Biology and Medicine doi: 10.1002/wsbm.1222 – volume-title: Agent-Based Models of Geographical Systems year: 2012 ident: CIT0056 doi: 10.1007/978-90-481-8927-4 |
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| Title | Everything you need to know about agent-based modelling and simulation |
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