CalculateLaplacian: Calculate Laplacian matrix and symmetric normalized Laplacian...

In xueweic/APGD: TGPred: Efficient methods for predicting target genes of a transcription factor by integrating statistics, machine learning, and optimization.

Calculate Laplacian matrix and symmetric normalized Laplacian matrix from an adjacency matrix.

Usage

CalculateLaplacian(Adj)

Arguments

Adj	the adjacency matrix of network structure.

Value

L	The Laplacian matrix for network structure.
L_norm	The symmetric normalized Laplacian matrix for network structure.

Examples

## Using "ConstructNetwork" to genarate network
  N <- 200
  
  Adj <- ConstructNetwork(N, "BAN")
  
  res <- CalculateLaplacian(Adj)
  
  L <- res$L
  
  L_norm <- res$L_norm
  

xueweic/APGD documentation built on Sept. 4, 2023, 2:18 a.m.