Utility Functions for ANNEM Package

Collection of utility functions for network analysis, performance calculations, and general ANNEM operations. Evolve Network Connections

Update network topology based on agent decision similarity and performance.

evolve_network(
  network,
  agent_decisions,
  similarity_threshold = 0.8,
  evolution_rate = 0.01
)

Arguments

network

igraph network object

agent_decisions

Numeric vector of agent decisions

similarity_threshold

Threshold for connecting agents (default: 0.8)

evolution_rate

Rate of network evolution (default: 0.01)

Value

Updated igraph network object

Examples

if (FALSE) { # \dontrun{
library(igraph)
net <- sample_smallworld(1, 100, 4, 0.1)
decisions <- rnorm(100)
new_net <- evolve_network(net, decisions)
} # }