agent-based modeling
[/ˈeɪdʒənt beɪst ˈmɑːdəlɪŋ/]
nounpl: agent-based modelings
modelagem baseada em agentes
1. A computational modeling approach in which autonomous agents with individual behaviors and interactions are simulated to understand complex system dynamics and emergent properties
Agent-based modeling was used to simulate how individual consumers' purchasing decisions affect market trends.
A modelagem baseada em agentes foi utilizada para simular como as decisões de compra de consumidores individuais afetam as tendências do mercado.
2. A simulation technique where each agent follows simple rules and interacts with other agents, producing complex collective behavior without centralized control
Through agent-based modeling, researchers studied how traffic patterns emerge from individual driver behaviors.
Por meio da modelagem baseada em agentes, os pesquisadores estudaram como os padrões de tráfego emergem dos comportamentos de motoristas individuais.
Agent-based modeling is predominantly used in academic, research, and technology sectors in both Brazil and the USA. It's a technical term more common in computer science, economics, ecology, and organizational studies. In Brazil, the term is increasingly adopted in universities and tech companies, particularly in São Paulo's tech ecosystem. The concept represents the shift from traditional top-down analysis to understanding systems through simulation of individual actors' behaviors.
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