Research Article

An Iterative Information-Theoretic Approach to the Detection of Structures in Complex Systems

Table 8

RSs found in each iteration of the sieving algorithm and corresponding values for the CRN case study. The last three iterations are separated from the others because the values of the detected RSs are lower than the threshold of 3.0.

IterationDetected relevant set

1[BC][CC][D][DA][DB][DADB][BCCC]305.711
2[AA][BAB]33.682
3[CB][AC][CCA]28.616
4[C][AABB]26.048
5[B][BA][AAB]24.293
6[C + AABB][CA]14.236
7[CB + AC + CCA][CBAC]10.762
8[C + AABB + CA][CB + AC + CCA + CBAC]11.535
9[AA + BAB][BB]5.213
10[AA + BAB + BB]
[C + AABB + CA + CB + AC + CCA + CBAC]
4.484

11[B + BA + AAB][AA + BAB + BB + C+
AABB + CA + CB + AC + CCA + CBAC]
2.953
12[A][B + BA + AAB + AA + BAB + BB + C+
AABB + CA + CB + AC + CCA + CBAC]
0.957
13[AB][A + B + BA + AAB + AA + BAB + BB+
C + AABB + CA + CB + AC + CCA + CBAC]
0.261