RL: Relocating Links algorithm (RL algorithm)

Description

It generates random network considering the selected types of triads.

Usage

RL(ideal.net, initial.net, triads = "forb", k = 100, custom.triads = NULL)

Value

A list contiainig: new.network which is the generated network (of class matrix); and CR which is a vector of CR values (calculated after each iteration).

Arguments

ideal.net: Network with a desired blockmodel without inconsistencies; of class matrix.
initial.net: Initial network; of class matrix.
triads: What types of triads has to be considered (allowed allow, forbidden forb, all all or custom cust). Provide a list of triad types as used in package ergm.
k: Number of iterations.
custom.triads: A list with names of a subset of triads to be considered. The same names must be used as in ERGM package. Only if triads = "cust".

Author

Marjan Cugmas and Aleš Žiberna

References

Cugmas M, Ferligoj A, Žiberna A (2018) Generating global network structures by triad types. PLoS ONE 13(5): e0197514. https://doi.org/10.1371/journal.pone.0197514

Examples

Run this code

# generate initial and ideal network
cohesiveBM <- rbind(c("com", "nul"), c("nul", "com"))
ideal <- genNetworkLE(BM = cohesiveBM, LE = 0, size = c(4, 4))
random <- genNetworkLE(BM = cohesiveBM, LE = 1, size = c(4, 4))
# generate network with the RL algorithm
generatedNetwork <- RL(ideal.net = ideal, initial.net = random, triads = "all", k = 10)

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