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agent-based modeling

AY-jent BAYST MOD-el-ing

/ˈeɪdʒənt beɪst ˈmɒdəlɪŋ/

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Syllable breakdown

agentbasedmodeling

Dictionary meaning

A computational method for simulating the actions and interactions of autonomous agents (individuals, organisations, organisms) in order to understand the emergence of complex phenomena at the system level; widely used in economics, epidemiology, ecology, social science, and urban planning

History and origin

ABM developed from cellular automata and game theory in the 1970s-80s; Thomas Schelling's segregation model (1971) and Axelrod's cooperation tournaments (1980s) were early landmark models

Examples

  • Agent-based modeling of COVID-19 transmission helped policymakers evaluate the effects of different intervention strategies.
  • Agent-based modeling of financial markets can reproduce flash crashes and herding behaviour without pre-programming them.

Spelled 'agent-based modelling' in British English

Synonyms: ABM, individual-based modeling, multi-agent simulation

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