References
- Agent-based computational economics (ACE) (2016). http://www2.econ.iastate.edu/tesfatsi/ace.htm, accessed 31 January 2016.
- AnLAgent-based modeling in urban and architectural research: A brief literature reviewEcological Modelling2012229253610.1016/j.ecolmodel.2011.07.010
- AnyLogic (2016). http://www.anylogic.com/, accessed 27 February 2016.
- 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
- AsimovIPrelude to Foundation1988
- AuchinclossAHDiez RouxAVA new tool for epidemiology: The usefulness of dynamic-agent models in understanding place effects on healthAmerican Journal of Epidemiology200816811810.1093/aje/kwn118
- AxelrodRThe Evolution of Cooperation1984
- Axelrod R (2003). Advancing the art of simulation in the social sciences. Japanese Journal for Management Information Systems 12 (3).
- 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.
- 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.
- BalkeTGilbertNHow do agents make decisions? A surveyJournal of Artificial Societies and Social Simulation20141741310.18564/jasss.2687
- BankesSCAgent-based modeling: A revolution?Proceedings of the National Academy of Sciences200299Suppl 37199720010.1073/pnas.072081299
- BarbatiMBrunoGGenoveseAApplications of agent-based models for optimization problems: A literature reviewExpert Systems with Applications20113956020602810.1016/j.eswa.2011.12.015
- BedauMAArtificial life: Organization, adaptation, and complexity from the bottom upTrends in Cognitive Science2003750551210.1016/j.tics.2003.09.012
- 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
- Bernhardt KLS (2013). Agent-based modeling in transportation. 70 Transportation Research Circular E-C113: Artificial Intelligence in Transportation, 72–80.
- BestBJKennedyWGAmantRSt.Behavioral representation in modeling and simulation: Introduction to CMOT special issue-BRiMS 2012Computational and Mathematical Organization Theory201521324324610.1007/s10588-015-9183-z
- BonabeauEAgent-based modeling: Methods and techniques for simulating human systemsProceedings of the National Academy of Sciences200199372807287
- BonabeauEDorigoMTheraulazGSwarm Intelligence: From Natural To Artificial Systems1999
- 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.
- BorshchevAThe Big Book of Simulation Modeling: Multimethod Modeling with AnyLogic 62013
- CegielskiWHRogersJDRethinking the role of agent-based modeling in archaeologyJournal of Anthropological Archaeology201641March28329810.1016/j.jaa.2016.01.009
- CellierFEKofmanEContinuous System Simulation2006
- 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.
- Cioffi-RevillaCIntroduction to Computational Social Science: Principles and Applications2014
- 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.
- ConteRPaolucciMOn agent-based modeling and computational social scienceFrontiers in Psychology2014566810.3389/fpsyg.2014.00668
- CrooksACastleCBattyMKey challenges in agent-based modelling for geo-spatial simulationComputers, Environment and Urban Systems200832641743010.1016/j.compenvurbsys.2008.09.004
- CrooksATHeppenstallAJIntroduction to agent-based modellingAgent-Based Models of Geographical Systems201285108
- CrooksATWiseSGIS and agent-based models for humanitarian assistanceComputers, Environment and Urban Systems201341September10011110.1016/j.compenvurbsys.2013.05.003
- DeAngelisDLGrossLJIndividual-Based Models and Approaches in Ecology: Populations, Communities, and Ecosystems1992
- DesmarchelierBFangESNational culture and innovation diffusion. Exploratory insights from agent-based modelingTechnological Forecasting and Social Change2016105April12112810.1016/j.techfore.2016.01.018
- 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.
- Ecological Modeling (EM) (2016). Elsevier, http://www.journals.elsevier.com/ecological-modelling/.
- Environmental Modeling and Software (EMS) (2016). Elsevier, http://www.journals.elsevier.com/environmental-modelling-and-software/.
- EpsteinJMGenerative Social Science: Studies in Agent-Based Computational Modeling2006
- EpsteinJMModelling to contain pandemicsNature2009460668710.1038/460687a
- EpsteinJMAgent_Zero: Toward Neurocognitive Generative Social Science2014
- EpsteinJMAxtellRGrowing Artificial Societies: Social Science from the Bottom Up1996
- FangXMaSYangQZhangJCooperative energy dispatch for multiple autonomous microgrids with distributed renewable sources and storagesEnergy201699485710.1016/j.energy.2016.01.036
- FarmerJDFoleyDThe economy needs agent-based modelingNature2009460725668568610.1038/460685a
- 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.
- GardnerMThe fantastic combinations of John Conway’s new solitaire game ‘life’Scientific American1970223October12012310.1038/scientificamerican1070-120
- GilbertNAgent-Based Models2008
- GilbertNTroitzschKGSimulation for the Social Scientist2005
- GrimmVBergerUDeAngelisDLPolhillJGGiskeJRailsbackSFThe ODD protocol: A review and first updateEcological Modelling20102212760276810.1016/j.ecolmodel.2010.08.019
- HahnHAThe conundrum of verification and validation of social science-based modelsProcedia Computer Science20131687888710.1016/j.procs.2013.01.092
- HamillLGilbertNAgent-Based Modelling in Economics2016
- HarveyBComputer Science Logo Style1997
- 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.
- 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.
- HeathBLHillRRSome insights into the emergence of agent-based modelingJournal of Simulation20104316316910.1057/jos.2010.16
- HeathBHillRCiaralloFA survey of agent- based modeling practices (January 1998 to July 2008)Journal of Artificial Societies and Social Simulation20091249
- 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.
- HeppenstallAJCrooksATSeeLMBattyMAgent-Based Models of Geographical Systems2012
- HeppenstallAMallesonNCrooksAT‘Space, the final frontier’: How good are agent-based models at simulating individuals and space in cities?Systems201641910.3390/systems4010009
- HernandezLBaladronCAguiarJMCarroBSanchez-EsguevillasALloretJSurvey of multi-agent systems for microgrid controlEngineering Applications of Artificial Intelligence201545October192203
- 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
- HollandJEmergence: From Chaos to Order1997
- HuffKDFundamental concepts in the cyclus nuclear fuel cycle simulation frameworkAdvances in Engineering Software201694April465910.1016/j.advengsoft.2016.01.014
- HuntCAKennedyRCKimSHJRopellaGEPAgent-based modeling: A systematic assessment of use cases and requirements for enhancing pharmaceutical research and development productivitySystems Biology and Medicine201354461480
- HuntingtonHGWeyantJPSweeneyJLModeling for insights, not numbers: The experiences of the energy modeling forumOMEGA, The International Journal of Management Science19825144946210.1016/0305-0483(82)90002-0
- Journal of Artificial Societies and Social Simulation (JASSS) (2016). SimSoc Consortium, http://jasss.soc.surrey.ac.uk/JASSS.html.
- JenningsNROn agent-based software engineeringArtificial Intelligence2000117227729610.1016/S0004-3702(99)00107-1
- KahnemanDThinking, Fast and Slow2011
- KaufmanSAThe Origins of Order1993
- KosinakiMStillwellDGraepelTPrivate records and attributes are predictable from digital records of human behaviorProceedings of the National Academy of Sciences2013110155802580510.1073/pnas.1218772110
- KoutivaIMakropoulosCModelling domestic water demand: An agent based approachEnvironmental Modelling & Software201679May355410.1016/j.envsoft.2016.01.005
- KuhnTThe Structure of Scientific Revolutions2012
- LakeMWTrends in archaeological simulationJournal of Archaeological Method and Theory201421225828710.1007/s10816-013-9188-1
- LangtonCGStudying artificial life with cellular automataPhysica D1986221–312014910.1016/0167-2789(86)90237-X
- 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.
- LawAMSimulation Modeling and Analysis2014
- LeBaron B (2005). Agent-based computational finance, http://people.brandeis.edu/~blebaron/wps/hbook.pdf, accessed 25 February 2016.
- LeitaPAgent-based distributed manufacturing control: A state-of-the-art surveyEngineering Applications of Artificial Intelligence200922200997999110.1016/j.engappai.2008.09.005
- 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.
- LiZ-yTangMLiangDZhaoZNumerical simulation of evacuation in a subway stationProcedia Engineering201613561562010.1016/j.proenv.2016.02.111
- 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.
- LukeSCioffi-RevillaCPanaitLSullivanKBalanGMASON: A multiagent simulation environmentSimulation200581751752710.1177/0037549705058073
- LukeDAStamatakisKASystems science methods in public health: Dynamics, networks, and agentsAnnual Review of Public Health201233April35737610.1146/annurev-publhealth-031210-101222
- MacalCMAgent based modeling and artificial lifeEncyclopedia of Complexity and Systems Science2009112131
- MacalCMNorthMJTutorial on agent-based modelling and simulationJournal of Simulation20104315116210.1057/jos.2010.3
- 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).
- MaglioPPSepulvedaM-JMabryPLMainstreaming modeling and simulation to accelerate public health innovationAmerican Journal of Public Health201410471181118610.2105/AJPH.2014.301873
- MASON (2016). http://cs.gmu.edu/~eclab/projects/mason/, accessed 27 February 2016.
- McKeonRIntroduction to AristotleAristotle, Poetics1973
- 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.
- MonostoriaLVánczaJKumaraSRTAgent-based systems for manufacturingCIRP Annals—Manufacturing Technology200655269772010.1016/j.cirp.2006.10.004
- Nature (2009). Editorial: A model approach. Nature 460 (6): 667.
- NelsonBL‘Some tactical problems in digital simulation’ for the next 10 yearsJournal of Simulation201610121110.1057/jos.2015.22
- NetLogo (2016). http://ccl.northwestern.edu/netlogo/, accessed 27 February 2016.
- 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.
- NorthMA theoretical formalism for analyzing agent-based modelsComplex Adaptive Systems Modeling201421310.1186/2194-3206-2-3
- NorthMJMacalCMManaging Business Complexity: Discovering Strategic Solutions with Agent-Based Modeling and Simulation2007
- 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.
- OlariuSZomayaAYHandbook of Bioinspired Algorithms and Applications2006
- 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
- 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.
- RailsbackSFGrimmVAgent-Based and Individual-Based Modeling: A Practical Introduction2011
- RandWMRustRTAgent-based modeling in marketing: Guidelines for rigorInternational Journal of Research in Marketing201128318119310.1016/j.ijresmar.2011.04.002
- Repast (2016). http://repast.sourceforge.net/repast_simphony.php, accessed 27 February 2016.
- RichardsonGPSystem dynamics, The basic elements ofEncyclopedia of Complexity and Systems Science200989678974
- RubinsteinRYKroeseDPSimulation and the Monte Carlo Method2008
- 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.
- SakodaJMThe checkerboard model of social interactionJournal of Mathematical Sociology19711111913210.1080/0022250X.1971.9989791
- 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.
- SchellingTCDynamic models of segregationJournal of Mathematical Sociology19711214318610.1080/0022250X.1971.9989794
- SchellingTCMicroMotives and MacroBehavior1978
- ShenWNorrieDHAgent-based systems for intelligent manufacturing: A state-of-the-art surveyKnowledge and Information Systems19991212915610.1007/BF03325096
- SiebersPOMacalCMGarnettJBuxtonDPiddMDiscrete-event simulation is dead, long live agent-based simulation!Journal of Simulation20104320421010.1057/jos.2010.14
- Simio (2014). http://www.simio.com, accessed 25 February 2016.
- 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.
- SmithERConreyFRAgent-based modeling: A new approach for theory building in social psychologyPersonality and Social Psychology Review20071118710410.1177/1088868306294789
- SquazzoniFAgent-Based Computational Sociology2012
- Social Science Computing Review (SSCR) (2016). Sage, http://ssc.sagepub.com/.
- SunRCognition and Multi-Agent Interaction: From Cognitive Modeling to Social Simulation2006
- SwaminathanJMSmithSFSadehNMModeling supply chain dynamics: A multiagent approachDecision Sciences199829360710.1111/j.1540-5915.1998.tb01356.x
- 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.
- ten BroekeGvan VoornGLigtenbergAWhich sensitivity analysis method should I use for my agent-based model?Journal of Artificial Societies and Social Simulation2016191510.18564/jasss.2857
- TesfatsionLJuddKLHandbook of Computational Economics, Volume II: Agent-Based Computational Economics2006
- 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
- 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.
- UhrmacherAMWeynsDMulti-Agent Systems: Simulation and Applications2009
- WilenskyURandWAn Introduction to Agent-Based Modeling: Modeling Natural, Social and Engineered Complex Systems with NetLogo2015
- 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.
- WurzerGKowarikKReschreiterHAgent-Based Modeling and Simulation in Archaeology2015
- Yatskiv (Jackiva)ISavrasovsMGromuleVZemljanikinsVPassenger terminal safety: Simulation modelling as decision support toolProcedia Engineering201613445946810.1016/j.proeng.2016.01.068
- ZeiglerBPPraehoferHKimTGTheory of Modeling and Simulation: Integrating Discrete Event and Continuous Complex Systems2000
- ZellnerMLEmbracing complexity and uncertainty: The potential of agent-based modeling for environmental planning and policyPlanning Theory & Practice20089443745710.1080/14649350802481470
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