Transition matrices#
The transition matrix at each iteration. This data set is saved as a CSV file with name Transition_matrices_CURRENT_INSTANCE_NAME if SAVE_OUTPUT=True in a folder named according to INSTANCE_OUTPUT_DIRECTORY. The ith row represents the transition matrix of the (i-1)th iteration. Note that the matrices have been flattened to a row so that the output is 2D instead of 3D. This means that, for example, the first row of a 3x3 matrix is represented by columns 0-2, the second row by columns 3-5 and the third row by columns 6-8, see the example below. The matrix at the 0th iteration (i.e., the first row), represents the transition matrix that is optimised.
0 |
1 |
2 |
3 |
4 |
5 |
6 |
7 |
8 |
|---|---|---|---|---|---|---|---|---|
0.12 |
0.30 |
0.58 |
0.05 |
0.35 |
0.60 |
0.75 |
0.05 |
0.20 |
0.11 |
0.29 |
0.60 |
0.04 |
0.36 |
0.60 |
0.73 |
0.07 |
0.20 |
This data set can be reshaped so that a matrix is obtained at each iteration. For example, the matrix at the first iteration is as follows:
0 |
1 |
2 |
|---|---|---|
0.11 |
0.29 |
0.60 |
0.04 |
0.36 |
0.60 |
0.73 |
0.07 |
0.20 |