Table 13 Initial parameters of BRB expert system.
From: A novel optimization method for belief rule base expert system with activation rate
Rule | Weight | Flow and pressure difference with weight = 1 | Belief degrees distribution for \(\left\{ {Z, \, VS, \, M,H \, ,VH} \right\}\) |
|---|---|---|---|
1 | 1 | Negative large, Negative large | 0 0 0 0 1 |
2 | 1 | Negative large, Negative medium | 0 0 0 0.3 0.7 |
3 | 1 | Negative large, Negative small | 0 0 0.2 0.8 0 |
4 | 1 | Negative large, Zero | 0 0 0.8 0.2 0 |
5 | 1 | Negative large, Positive small | 0.65 0.35 0 0 0 |
6 | 1 | Negative large, Positive medium | 0.85 0.15 0 0 0 |
7 | 1 | Negative large, Positive large | 0.95 0.05 0 0 0 |
8 | 1 | Negative medium, Negative large | 0 0 0.1 0.9 0 |
9 | 1 | Negative medium, Negative medium | 0 0 0.7 0.3 0 |
10 | 1 | Negative medium, Negative small | 0 0.7 0.3 0 0 |
11 | 1 | Negative medium, Zero | 0 0.9 0.1 0 0 |
12 | 1 | Negative medium, Positive small | 0.8 0.2 0 0 0 |
13 | 1 | Negative medium, Positive medium | 0.9 0.1 0 0 0 |
14 | 1 | Negative medium, Positive large | 0.99 0.01 0 0 0 |
15 | 1 | Negative small, Negative large | 0 0 0.4 0.6 0 |
16 | 1 | Negative small, Negative medium | 0 0 0.8 0.2 0 |
17 | 1 | Negative small, Negative small | 0 0.3 0.6 0.1 0 |
18 | 1 | Negative small, Zero | 0.1 0.7 0.2 0 0 |
19 | 1 | Negative small, Positive small | 0.7 0.3 0 0 0 |
20 | 1 | Negative small, Positive medium | 0.9 0.1 0 0 0 |
21 | 1 | Negative small, Positive large | 1 0 0 0 0 |
22 | 1 | Negative very small, Negative large | 0.02 0.11 0.39 0.48 0 |
23 | 1 | Negative very small, Negative medium | 0.1 0.78 0.12 0 0 |
24 | 1 | Negative very small, Negative small | 0.36 0.64 0 0 0 |
25 | 1 | Negative very small, Zero | 1 0 0 0 0 |
26 | 1 | Negative very small, Positive small | 1 0 0 0 0 |
27 | 1 | Negative very small, Positive medium | 1 0 0 0 0 |
28 | 1 | Negative very small, Positive large | 1 0 0 0 0 |
29 | 1 | Zero, Negative large | 1 0 0 0 0 |
30 | 1 | Zero, Negative medium | 1 0 0 0 0 |
31 | 1 | Zero, Negative small | 1 0 0 0 0 |
32 | 1 | Zero, Zero | 1 0 0 0 0 |
33 | 1 | Zero, Positive small | 1 0 0 0 0 |
34 | 1 | Zero, Positive medium | 1 0 0 0 0 |
35 | 1 | Zero, Positive large | 1 0 0 0 0 |
36 | 1 | Positive small, Negative large | 0.39 0.61 0 0 0 |
37 | 1 | Positive small, Negative medium | 0.9 0.1 0 0 0 |
38 | 1 | Positive small, Negative small | 1 0 0 0 0 |
39 | 1 | Positive small, Zero | 1 0 0 0 0 |
40 | 1 | Positive small, Positive small | 1 0 0 0 0 |
41 | 1 | Positive small, Positive medium | 1 0 0 0 0 |
42 | 1 | Positive small, Positive large | 1 0 0 0 0 |
43 | 1 | Positive medium, Negative large | 0.1 0.9 0 0 0 |
44 | 1 | Positive medium, Negative medium | 0.3 0.7 0 0 0 |
45 | 1 | Positive medium, Negative small | 0.85 0.15 0 0 0 |
46 | 1 | Positive medium, Zero | 0.98 0.02 0 0 0 |
47 | 1 | Positive medium, Positive small | 1 0 0 0 0 |
48 | 1 | Positive medium, Positive medium | 1 0 0 0 0 |
49 | 1 0 0 0 0 | ||
50 | 1 | Positive large, Negative large | 0.9 0.1 0 0 0 |
51 | 1 | Positive large, Negative medium | 0.99 0.01 0 0 0 |
52 | 1 | Positive large, Negative small | 1 0 0 0 0 |
53 | 1 | Positive large, Zero | 1 0 0 0 0 |
54 | 1 | Positive large, Positive small | 1 0 0 0 0 |
55 | 1 | Positive large, Positive medium | 1 0 0 0 0 |
56 | 1 | Positive large, Positive large | 1 0 0 0 0 |
