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Description
the HigherOrderNetwork.getDistanceMatrix() has a strange bug.
For small networks it works fine passing all test but for larger node sets i.e. 10 -> matrix 10x10
the result becomes unstable.
For example in one iteration the distance matrix looks like:
[[ 0. 2. 1. 2. 2. 1. 1. 2. 2.]
[ 2. 0. 2. 1. inf 3. 2. inf 1.]
[ 1. 1. 0. 2. 2. 2. 1. 2. 2.]
[ 1. 2. 1. 1. 3. 2. 2. 3. 3.]
[ 2. 3. 2. 3. 0. 3. 2. 3. 1.]
[ inf inf inf inf inf 0. inf inf inf]
[ 1. 2. 1. 1. 1. 2. 1. 1. 1.]
[ 2. 2. 1. 3. inf 3. 2. 0. 3.]
[ 1. 2. 1. 2. 2. 2. 1. 2. 0.]]
and in the next
[[ 0. 2. 1. 2. 2. 1. 1. 2. 2.]
[ 2. 0. 2. 1. 3. 3. 2. 3. 1.]
[ 1. 1. 0. 2. 2. 2. 1. 2. 2.]
[ 1. 2. 1. 1. inf 2. 2. 3. 3.]
[ 2. inf 2. inf 0. 3. 2. 3. 1.]
[ inf inf inf inf inf 0. inf inf inf]
[ 1. 2. 1. 1. 1. 2. 1. 1. 1.]
[ 2. 2. 1. inf inf 3. 2. 0. 3.]
[ 1. 2. 1. 2. 2. 2. 1. 2. 0.]]
2c2
< [ 2. 0. 2. 1. 3. 3. 2. 3. 1.]
---
> [ 2. 0. 2. 1. inf 3. 2. inf 1.]
4,5c4,5
< [ 1. 2. 1. 1. inf 2. 2. 3. 3.]
< [ 2. inf 2. inf 0. 3. 2. 3. 1.]
---
> [ 1. 2. 1. 1. 3. 2. 2. 3. 3.]
> [ 2. 3. 2. 3. 0. 3. 2. 3. 1.]
8c8
< [ 2. 2. 1. inf inf 3. 2. 0. 3.]
---
> [ 2. 2. 1. 3. inf 3. 2. 0. 3.]Note the position of the inf.
The test to reproduce the bug has been added in 37811ad.
Observation: only at position where there would be a 3 does an inf appear
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