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Methoden vergelijken

Bekijk de geselecteerde methoden naast elkaar; rijen die verschillen zijn gemarkeerd.

Agent-Based Multi-Objective Optimization×Agent-Based Modeling (ABM)×
VakgebiedSimulatieSimulatie
FamilieProcess / pipelineProcess / pipeline
Jaar van ontstaan1990s–2000s1970s–1990s (formalized as a field)
GrondleggerBonabeau, Dorigo, Theraulaz; Coello Coello et al.Thomas Schelling and Robert Axelrod (foundational contributions, 1970s–1990s)
TypeSimulation-driven multi-objective searchComputational simulation method
Oorspronkelijke bronBonabeau, E., Dorigo, M., & Theraulaz, G. (2002). Swarm Intelligence: From Natural to Artificial Systems. Oxford University Press. ISBN: 9780195131598Axelrod, R. (1997). The Complexity of Cooperation: Agent-Based Models of Competition and Collaboration. Princeton University Press. DOI ↗
AliassenABMOO, agent-driven MOO, multi-objective ABM optimization, ABMOABM, Ajan Tabanlı Modelleme (ABM), multi-agent simulation, individual-based modeling
Verwant55
SamenvattingAgent-based multi-objective optimization (ABMOO) embeds autonomous agents inside a simulation environment and evolves their behavior or parameters to simultaneously optimize two or more conflicting objectives, yielding a Pareto-efficient frontier of solutions rather than a single optimum. It is suited to complex adaptive systems where objectives emerge from micro-level interactions rather than closed-form equations.Agent-based modeling (ABM) is a computational simulation method, formalized through the work of Thomas Schelling and Robert Axelrod in the 1970s–1990s, that simulates the behavior of complex systems by specifying and running autonomous agents — individuals, firms, cells, or any bounded entity — whose local interactions with each other and with their environment collectively produce global, system-level patterns that could not be predicted from any single agent's rules alone.
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  1. v1
  2. 2 Bronnen
  3. PUBLISHED

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ScholarGateMethoden vergelijken: Agent-based multi-objective optimization · Agent-Based Modeling. Geraadpleegd op 2026-06-15 via https://scholargate.app/nl/compare