Agent-Based Modeling

GPTKB entity

Statements (50)
Predicate Object
gptkbp:instanceOf computational modeling technique
gptkbp:analyzes macro-level patterns from micro-level behaviors
gptkbp:canBe deterministic
stochastic
gptkbp:contrastsWith top-down modeling
gptkbp:enables bottom-up modeling
gptkbp:hasModel social networks
ecosystem dynamics
traffic flow
complex adaptive systems
market dynamics
disease spread
https://www.w3.org/2000/01/rdf-schema#label Agent-Based Modeling
gptkbp:implementedIn gptkb:NetLogo
gptkb:Repast
gptkb:Swarm
AnyLogic
MASON
gptkbp:mayInclude adaptive behavior
learning agents
network structures
heterogeneous agents
spatial interactions
gptkbp:originatedIn late 20th century
gptkbp:output visualizations
simulation data
statistical summaries
gptkbp:popularizedBy gptkb:Joshua_M._Epstein
gptkb:Robert_Axtell
gptkbp:relatedTo cellular automata
multi-agent systems
system dynamics
gptkbp:requires initial conditions
definition of agent rules
specification of environment
gptkbp:SIM interactions of autonomous agents
gptkbp:studies emergent phenomena
gptkbp:usedFor education
policy analysis
theory development
scenario testing
simulation experiments
gptkbp:usedIn biology
ecology
economics
engineering
epidemiology
social sciences
gptkbp:bfsParent gptkb:Heterogeneous_Agents
gptkbp:bfsLayer 7