lattice_reference¶
- lattice_reference(G, niter=5, D=None, connectivity=True, seed=None)[source]¶
Latticize the given graph by swapping edges.
- Parameters
- Ggraph
An undirected graph with 4 or more nodes.
- niterinteger (optional, default=1)
An edge is rewired approximatively niter times.
- Dnumpy.array (optional, default=None)
Distance to the diagonal matrix.
- connectivityboolean (optional, default=True)
Ensure connectivity for the latticized graph when set to True.
- seedinteger, random_state, or None (default)
Indicator of random number generation state. See Randomness.
- Returns
- Ggraph
The latticized graph.
Notes
The implementation is adapted from the algorithm by Sporns et al. [1]. which is inspired from the original work by Maslov and Sneppen(2002) [2].
References