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Агентно-базирана многокритериална оптимизация×Агентно-базирано моделиране (ABM)×
ОбластСимулационно моделиранеСимулационно моделиране
СемействоProcess / pipelineProcess / pipeline
Година на възникване1990s–2000s1970s–1990s (formalized as a field)
СъздателBonabeau, Dorigo, Theraulaz; Coello Coello et al.Thomas Schelling and Robert Axelrod (foundational contributions, 1970s–1990s)
ТипSimulation-driven multi-objective searchComputational simulation method
Основополагащ източникBonabeau, 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 ↗
Други названияABMOO, agent-driven MOO, multi-objective ABM optimization, ABMOABM, Ajan Tabanlı Modelleme (ABM), multi-agent simulation, individual-based modeling
Свързани55
РезюмеAgent-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.
ScholarGateНабор от данни
  1. v1
  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Agent-based multi-objective optimization · Agent-Based Modeling. Извлечено на 2026-06-15 от https://scholargate.app/bg/compare