The fuzzy initial direct relation matrix (average)
| PI1 | PI2 | PI3 | PI4 | PI5 | PI6 | |
|---|---|---|---|---|---|---|
| PI1 | (0, 0, 0.25) | (0.6, 0.85, 1) | (0.55, 0.8, 1) | (0.5, 0.75, 0.95) | (0.4, 0.65, 0.85) | (0.4, 0.65, 0.85) |
| PI2 | (0.6, 0.85, 1) | (0, 0, 0.25) | (0.5, 0.75, 0.95) | (0.5, 0.75, 0.9) | (0.25, 0.5, 0.75) | (0.55, 0.8, 1) |
| PI3 | (0.55, 0.8, 1) | (0.25, 0.5, 0.75) | (0, 0, 0.25) | (0.55, 0.8, 1) | (0.2, 0.45, 0.7) | (0.2, 0.45, 0.7) |
| PI4 | (0.65, 0.9, 1) | (0.4, 0.65, 0.9) | (0.25, 0.5, 0.75) | (0, 0, 0.25) | (0, 0.15, 0.4) | (0.4, 0.65, 0.9) |
| PI5 | (0.35, 0.6, 0.85) | (0.4, 0.65, 0.9) | (0.2, 0.45, 0.7) | (0.05, 0.3, 0.55) | (0, 0, 0.25) | (0.6, 0.85, 1) |
| PI6 | (0.15, 0.4, 0.65) | (0.35, 0.6, 0.85) | (0, 0.2, 0.45) | (0.05, 0.2, 0.45) | (0.25, 0.5, 0.75) | (0, 0, 0.25) |
| PI7 | (0.55, 0.8, 1) | (0.6, 0.85, 1) | (0.2, 0.45, 0.7) | (0.15, 0.4, 0.65) | (0.75, 1, 1) | (0.55, 0.8, 1) |
| PI8 | (0.7, 0.95, 1) | (0.5, 0.75, 0.9) | (0.05, 0.3, 0.55) | (0.2, 0.45, 0.7) | (0.2, 0.4, 0.65) | (0.65, 0.9, 1) |
| PI9 | (0.35, 0.6, 0.85) | (0.45, 0.7, 0.95) | (0.4, 0.65, 0.9) | (0.25, 0.5, 0.75) | (0.45, 0.7, 0.95) | (0.55, 0.8, 1) |
| PI10 | (0.75, 1, 1) | (0.55, 0.8, 1) | (0.25, 0.5, 0.75) | (0.1, 0.35, 0.6) | (0.25, 0.5, 0.75) | (0.6, 0.85, 1) |
| PI11 | (0.4, 0.65, 0.9) | (0.4, 0.65, 0.9) | (0.45, 0.7, 0.95) | (0.4, 0.65, 0.9) | (0.4, 0.655, 0.9) | (0.5, 0.75, 1) |
| PI12 | (0.35, 0.6, 0.85) | (0.35, 0.6, 0.85) | (0.45, 0.7, 0.95) | (0.4, 0.65, 0.95) | (0.3, 0.55, 0.85) | (0.35, 0.6, 0.85) |
| PI1 | PI2 | PI3 | PI4 | PI5 | PI6 | |
|---|---|---|---|---|---|---|
| PI1 | (0, 0, 0.25) | (0.6, 0.85, 1) | (0.55, 0.8, 1) | (0.5, 0.75, 0.95) | (0.4, 0.65, 0.85) | (0.4, 0.65, 0.85) |
| PI2 | (0.6, 0.85, 1) | (0, 0, 0.25) | (0.5, 0.75, 0.95) | (0.5, 0.75, 0.9) | (0.25, 0.5, 0.75) | (0.55, 0.8, 1) |
| PI3 | (0.55, 0.8, 1) | (0.25, 0.5, 0.75) | (0, 0, 0.25) | (0.55, 0.8, 1) | (0.2, 0.45, 0.7) | (0.2, 0.45, 0.7) |
| PI4 | (0.65, 0.9, 1) | (0.4, 0.65, 0.9) | (0.25, 0.5, 0.75) | (0, 0, 0.25) | (0, 0.15, 0.4) | (0.4, 0.65, 0.9) |
| PI5 | (0.35, 0.6, 0.85) | (0.4, 0.65, 0.9) | (0.2, 0.45, 0.7) | (0.05, 0.3, 0.55) | (0, 0, 0.25) | (0.6, 0.85, 1) |
| PI6 | (0.15, 0.4, 0.65) | (0.35, 0.6, 0.85) | (0, 0.2, 0.45) | (0.05, 0.2, 0.45) | (0.25, 0.5, 0.75) | (0, 0, 0.25) |
| PI7 | (0.55, 0.8, 1) | (0.6, 0.85, 1) | (0.2, 0.45, 0.7) | (0.15, 0.4, 0.65) | (0.75, 1, 1) | (0.55, 0.8, 1) |
| PI8 | (0.7, 0.95, 1) | (0.5, 0.75, 0.9) | (0.05, 0.3, 0.55) | (0.2, 0.45, 0.7) | (0.2, 0.4, 0.65) | (0.65, 0.9, 1) |
| PI9 | (0.35, 0.6, 0.85) | (0.45, 0.7, 0.95) | (0.4, 0.65, 0.9) | (0.25, 0.5, 0.75) | (0.45, 0.7, 0.95) | (0.55, 0.8, 1) |
| PI10 | (0.75, 1, 1) | (0.55, 0.8, 1) | (0.25, 0.5, 0.75) | (0.1, 0.35, 0.6) | (0.25, 0.5, 0.75) | (0.6, 0.85, 1) |
| PI11 | (0.4, 0.65, 0.9) | (0.4, 0.65, 0.9) | (0.45, 0.7, 0.95) | (0.4, 0.65, 0.9) | (0.4, 0.655, 0.9) | (0.5, 0.75, 1) |
| PI12 | (0.35, 0.6, 0.85) | (0.35, 0.6, 0.85) | (0.45, 0.7, 0.95) | (0.4, 0.65, 0.95) | (0.3, 0.55, 0.85) | (0.35, 0.6, 0.85) |
| PI7 | PI8 | PI9 | PI10 | PI11 | PI12 | |
|---|---|---|---|---|---|---|
| PI1 | (0.45, 0.7, 0.95) | (0.55, 0.8, 1) | (0.4, 0.65, 0.85) | (0.3, 0.55, 0.8) | (0.3, 0.55, 0.8) | (0.35, 0.6, 0.85) |
| PI2 | (0.3, 0.55, 0.8) | (0.4, 0.65, 0.9) | (0.6, 0.85, 1) | (0.7, 0.95, 1) | (0.3, 0.55, 0.8) | (0.6, 0.85, 1) |
| PI3 | (0, 0.15, 0.4) | (0.6, 0.85, 1) | (0.5, 0.75, 1) | (0.3, 0.55, 0.8) | (0.6, 0.85, 1) | (0.65, 0.9, 1) |
| PI4 | (0.1, 0.35, 0.6) | (0.35, 0.6, 0.85) | (0.05, 0.3, 0.55) | (0.2, 0.45, 0.7) | (0.25, 0.5, 0.75) | (0.2, 0.45, 0.7) |
| PI5 | (0.5, 0.75, 1) | (0.1, 0.3, 0.55) | (0.3, 0.55, 0.8) | (0, 4, 0.65, 0.9) | (0.15, 0.35, 0.6) | (0.5, 0.75, 0.9) |
| PI6 | (0.25, 0.5, 0.75) | (0.05, 0.3, 0.55) | (0.45, 0.7, 0.95) | (0.35, 0.6, 0.85) | (0.4, 0.65, 0.9) | (0.65, 0.9, 1) |
| PI7 | (0, 0, 0.25) | (0.25, 0.5, 0.75) | (0.25, 0.5, 0.75) | (0.6, 0.85, 1) | (0.35, 0.6, 0.85) | (0.6, 0.85, 1) |
| PI8 | (0.55, 0.8, 1) | (0, 0, 0.25) | (0.7, 0.95, 1) | (0.25, 0.5, 0.75) | (0.4, 0.65, 0.9) | (0.65, 0.9, 0.1) |
| PI9 | (0.45, 0.7, 0.95) | (0.05, 0.3, 0.55) | (0, 0, 0.25) | (0.35, 0.6, 0.85) | (0.5, 0.75, 1) | (0.35, 0.6, 0.8) |
| PI10 | (0.3, 0.55, 0.8) | (0.35, 0.6, 0.85) | (0.35, 0.6, 0.85) | (0, 0, 0.25) | (0.1, 0.3, 0.55) | (0.15, 0.4, 0.65) |
| PI11 | (0.5, 0.75, 1) | (0.25, 0.6, 0.85) | (0.35, 0.25, 0.5) | (0.25, 0.5, 0.75) | (0, 0, 0.25) | (0.35, 0.6, 0.85) |
| PI12 | (0.25, 0.5, 0.75) | (0.3, 0.55, 0.8) | (0.15, 0.4, 0.65) | (0.1, 0.35, 0.6) | (0.1, 0.35, 0.6) | (0, 0, 0.25) |
| PI7 | PI8 | PI9 | PI10 | PI11 | PI12 | |
|---|---|---|---|---|---|---|
| PI1 | (0.45, 0.7, 0.95) | (0.55, 0.8, 1) | (0.4, 0.65, 0.85) | (0.3, 0.55, 0.8) | (0.3, 0.55, 0.8) | (0.35, 0.6, 0.85) |
| PI2 | (0.3, 0.55, 0.8) | (0.4, 0.65, 0.9) | (0.6, 0.85, 1) | (0.7, 0.95, 1) | (0.3, 0.55, 0.8) | (0.6, 0.85, 1) |
| PI3 | (0, 0.15, 0.4) | (0.6, 0.85, 1) | (0.5, 0.75, 1) | (0.3, 0.55, 0.8) | (0.6, 0.85, 1) | (0.65, 0.9, 1) |
| PI4 | (0.1, 0.35, 0.6) | (0.35, 0.6, 0.85) | (0.05, 0.3, 0.55) | (0.2, 0.45, 0.7) | (0.25, 0.5, 0.75) | (0.2, 0.45, 0.7) |
| PI5 | (0.5, 0.75, 1) | (0.1, 0.3, 0.55) | (0.3, 0.55, 0.8) | (0, 4, 0.65, 0.9) | (0.15, 0.35, 0.6) | (0.5, 0.75, 0.9) |
| PI6 | (0.25, 0.5, 0.75) | (0.05, 0.3, 0.55) | (0.45, 0.7, 0.95) | (0.35, 0.6, 0.85) | (0.4, 0.65, 0.9) | (0.65, 0.9, 1) |
| PI7 | (0, 0, 0.25) | (0.25, 0.5, 0.75) | (0.25, 0.5, 0.75) | (0.6, 0.85, 1) | (0.35, 0.6, 0.85) | (0.6, 0.85, 1) |
| PI8 | (0.55, 0.8, 1) | (0, 0, 0.25) | (0.7, 0.95, 1) | (0.25, 0.5, 0.75) | (0.4, 0.65, 0.9) | (0.65, 0.9, 0.1) |
| PI9 | (0.45, 0.7, 0.95) | (0.05, 0.3, 0.55) | (0, 0, 0.25) | (0.35, 0.6, 0.85) | (0.5, 0.75, 1) | (0.35, 0.6, 0.8) |
| PI10 | (0.3, 0.55, 0.8) | (0.35, 0.6, 0.85) | (0.35, 0.6, 0.85) | (0, 0, 0.25) | (0.1, 0.3, 0.55) | (0.15, 0.4, 0.65) |
| PI11 | (0.5, 0.75, 1) | (0.25, 0.6, 0.85) | (0.35, 0.25, 0.5) | (0.25, 0.5, 0.75) | (0, 0, 0.25) | (0.35, 0.6, 0.85) |
| PI12 | (0.25, 0.5, 0.75) | (0.3, 0.55, 0.8) | (0.15, 0.4, 0.65) | (0.1, 0.35, 0.6) | (0.1, 0.35, 0.6) | (0, 0, 0.25) |