Diretrizes para a aplicação da Modelagem Baseada em Agentes: explorando dinâmicas complexas em contextos organizacionais
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References
Anderson, P. W., Arrow, K. J., & Pines, D. (Eds.). (1988). The economy as an evolving complex system. Addison-Wesley.
Arthur, W. B. (2021). Foundations of complexity economics. Nature Reviews Physics, 3, 136–145. https://doi.org/10.1038/s42254-020-00273-3
Axtell, Robert L. and J. Doyne Farmer. 2025. "Agent-Based Modeling in Economics and Finance: Past, Present, and Future." Journal of Economic Literature, 63(1), 197–287.
Bak, P. (1996). How nature works: The science of self-organized criticality (1st ed.). Copernicus.
Borsos, A., Carro, A., Glielmo, A., Hinterschweiger, M., Kaszowska-Mojsa, J. & Uluc, A. (2025), 'Agent-based modeling at central banks: recent developments and new challenges', INET Oxford Working Paper 2025-05.
Caiani, A., Russo, A., Palestrini, A., & Gallegati, M. (Eds.). (2016). Economics with heterogeneous interacting agents: A practical guide to agent-based modeling. Springer International Publishing.
Deissenberg, C., van der Hoog, S., & Dawid, H. (2008). EURACE: A massively parallel agent-based model of the European economy. Applied Mathematics and Computation, 204(2), 541-552. https://doi.org/10.1016/j.amc.2008.05.116
Dawid, Herbert and Mauro Gallegati. 2018. "Agent-based Macroeconomics," In Handbook of Computational Economics, Volume 4: Heterogeneous Agent Modeling, ed. C. Hommes and B. LeBaron. Amsterdam, Netherlands: Elsevier, North-Holland.
Delli Gatti, D., Fagiolo, G., Gallegati, M., Richiardi, M., & Russo, A. (2018). Agent-based models in economics: A toolkit. Cambridge University Press.
Dosi, G., Fagiolo, G., & Roventini, A. (2010). Schumpeter meeting Keynes: A policy-friendly model of endogenous growth and business cycles. Journal of Economic Dynamics and Control, 34(9), 1748–1767. https://doi.org/10.1016/j.jedc.2010.06.018 en.wikipedia.org+15lem.sssup.it+15ideas.repec.org+15
Dosi, G. (2023). The foundations of complex evolving economies: Part one: Innovation, organization, and industrial dynamics.
Dubin, R. (1978). Theory building (Rev. ed.). Free Press.
Haldane, A. G., & Turrell, A. E. (2019). Drawing on different disciplines: Macroeconomic agent-based models. Journal of Evolutionary Economics, 28(2), 219–251. https://doi.org/10.1007/s00191-018-0557-5
Hamill, L., & Gilbert, N. (2016). Agent-based modelling in economics. John Wiley & Sons.
Onggo, B. S., & Foramitti, J. (2021). Agent based modeling and simulation for business and management: A review and tutorial. Proceedings of the Winter Simulation Conference (Volume 2021 December, pp. XX–XX). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/WSC52266.2021.9715352
Macy, M. W., & Willer, R. (2002). From factors to actors: Computational sociology and agent-based modeling. Annual Review of Sociology, 28, 143-166. https://doi.org/10.1146/annurev.soc.28.110601.141117
Miller, K. D., Pentland, B. T., & Choi, S. (2012). Dynamics of performing and remembering organizational routines. Journal of Management Studies, 49(8), 1536–1558. https://doi.org/10.1111/j.1467-6486.2012.01062.x
Namatame, A., & Chen, S.-H. (2016). Agent-based modeling and network dynamics. Oxford University Press.
Napoli, P.H, Fischer, B. B., & Marcondes de Moraes, G. H. S. (2025). Entrepreneurial agency reloaded: Intentions, capabilities and the dynamics of entrepreneurial ecosystems. Journal of Business Venturing Insights, 23, e00540. https://doi.org/10.1016/j.jbvi.2025.e00540
Nieddu, M., Raberto, M., Ponta, L., Teglio, A., & Cincotti, S. (2024). Evaluating policy mix strategies for the energy transition using an agent-based macroeconomic model. Energy Policy, 169, 114276. https://doi.org/10.1016/j.enpol.2024.114276
North, M. J., & Macal, C. M. (2007). Managing business complexity: Discovering strategic solutions with agent-based modeling and simulation. Oxford University Press.
Pyka, A., & Fagiolo, G. (2005). Agent-based modelling: A methodology for neo-Schumpeterian economics (Discussion Paper No. 272). University of Augsburg, Institute for Economics.
Rand, W., & Rust, R. T. (2011). Agent-based modeling in marketing: Guidelines for rigor. International Journal of Research in Marketing, 28(3), 181–193. https://doi.org/10.1016/j.ijresmar.2011.04.002
Valente, M. (2008). Laboratory for Simulation Development (LSD) [Computer software]. University of Torino. http://www.labsimdev.org
Whetten, D. A. (1989). What constitutes a theoretical contribution? Academy of Management Review, 14(4), 490–495. https://doi.org/10.5465/amr.1989.4308371
Wilensky, U., & Rand, W. (2015). An introduction to agent-based modeling: Modeling natural, social, and engineered complex systems with NetLogo. MIT Press.Zhao, K., Zuo, Z., & Blackhurst, J. V. (n.d.). Modelling supply chain adaptation for disruptions: An empirically grounded complex adaptive systems approach. Journal of Operations Management. https://doi.org/10.1002/joom.1009
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