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The Future of Agent-Based Modeling [PDF]
Eastern Economic Journal, 2016 In this paper, I elaborate on the role of agent-based (AB) modeling for macroeconomic research. My main tenet is that the full potential of the AB approach has not been realized yet. This potential lies in the modular nature of the models, which is bought by abandoning the straitjacket of rational expectations and embracing an evolutionary perspective.
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Econophysics of Agent-Based Models [PDF]
, 2014 Agent-based modeling of zapping behavior of viewers, television commercial allocation, and advertisement markets by Hiroyuki Kyan and Jun-ichi Inoue.- Agent based modeling of Housing asset bubble: A simple utility function based investigation by Kausik Gangopadhyay and Kousik Guhathakurta.- Urn model-based adaptive Multi-arm clinical trials: A ...
Abergel, Frédéric +4 more
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Large language models empowered agent-based modeling and simulation: a survey and perspectives [PDF]
Humanities and Social Sciences Communications, 2023 Agent-based modeling and simulation have evolved as a powerful tool for modeling complex systems, offering insights into emergent behaviors and interactions among diverse agents.
Chen Gao +7 more
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An approach to rollback recovery of collaborating mobile agents [PDF]
, 2004 Fault-tolerance is one of the main problems that must be resolved to improve the adoption of the agents' computing paradigm. In this paper, we analyse the execution model of agent platforms and the significance of the faults affecting their constituent ...
Bargiela, A, Osman, T, Wagealla, W
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A trustworthy mobile agent infrastructure for network management [PDF]
, 2007 Despite several advantages inherent in mobile-agent-based approaches to network management as compared to traditional SNMP-based approaches, industry is reluctant to adopt the mobile agent paradigm as a replacement for the existing manager-agent model ...
Koliousis, A., Sventek, J.S.
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Learning in Agent-based Models [PDF]
Eastern Economic Journal, 2010 In basic economic theory agents are supposed to optimize, given their constraints.This, in situations where they are anonymous, isolated and have no influence overthe constraints with which they are faced. Any intelligent student, coming toeconomics for the first time, finds this unrealistic and several intensive courses,particularly in micro-economics,
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Features of Agent-based Models [PDF]
Electronic Proceedings in Theoretical Computer Science, 2017 In Proceedings GaM 2017, arXiv:1712 ...
Reiko Heckel +2 more
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A Hybrid Agent-Based and Equation Based Model for the Spread of Infectious Diseases
Journal of Artificial Societies and Social Simulation, 2020 Both agent-based models and equation-based models can be used to model the spread of an infectious disease. Equation-based models have been shown to capture the overall dynamics of a disease outbreak while agent-based models are able to capture ...
Elizabeth Hunter +2 more
semanticscholar +1 more source
Towards Agent-Based Model Specification of Smart Grid: A Cognitive Agent-Based Computing Approach [PDF]
Interdisciplinary Description of Complex Systems, 2019 A smart grid can be considered as a complex network where each node represents a generation unit or a consumer, whereas links can be used to represent transmission lines. One way to study complex systems is by using the agent-based modeling paradigm. The
Waseem Akram +3 more
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Agent-Based Pedestrian Modeling [PDF]
Environment and Planning B: Planning and Design, 2001 When the focus of interest in geographical systems is at the very fine scale, at the level of streets and buildings for example, movement becomes central to simulations of how spatial activities are used and develop. Recent advances in computing power and the acquisition of fine scale digital data now mean that we are able to attempt to understand ...
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