Research Article
Fuzzy Neural Network Q-Learning Method for Model Disturbance Change: A Deployable Antenna Panel Application
Table 3
Uncertainty matrix
(the range of 30%).
| | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | 21 | 22 | 23 | 24 | 25 |
| | 1 | 0.05 | -0.14 | 0.05 | 0.02 | -0.13 | -0.02 | 0.01 | 0.07 | -0.12 | -0.16 | 0.01 | 0.20 | -0.06 | -0.13 | 0.17 | 0.05 | -0.18 | 0.20 | 0.06 | 0.11 | 0.16 | 0.09 | 0.10 | 0.00 | -0.14 | | 2 | 0.06 | -0.12 | 0.03 | 0.14 | -0.12 | -0.16 | 0.09 | -0.15 | -0.04 | 0.17 | -0.16 | -0.13 | 0.02 | 0.07 | 0.12 | -0.06 | 0.09 | -0.17 | -0.10 | 0.08 | -0.16 | 0.05 | 0.18 | 0.00 | -0.06 | | 3 | 0.09 | -0.18 | -0.18 | -0.06 | 0.16 | 0.20 | 0.08 | 0.09 | 0.02 | -0.13 | 0.05 | -0.10 | 0.10 | 0.16 | 0.03 | 0.20 | -0.06 | 0.18 | -0.08 | -0.20 | -0.18 | -0.06 | -0.19 | 0.15 | -0.15 | | 4 | 0.16 | 0.05 | 0.17 | -0.02 | 0.07 | -0.07 | 0.11 | -0.16 | -0.11 | -0.09 | -0.15 | -0.04 | -0.03 | 0.01 | -0.02 | -0.11 | 0.06 | -0.19 | 0.07 | 0.14 | 0.02 | 0.17 | -0.06 | -0.06 | 0.15 | | 5 | 0.19 | -0.09 | 0.09 | -0.18 | -0.01 | -0.08 | -0.08 | -0.15 | 0.06 | 0.12 | -0.15 | -0.17 | -0.03 | 0.08 | -0.10 | 0.06 | -0.05 | 0.07 | 0.01 | 0.17 | 0.11 | -0.15 | 0.07 | -0.02 | -0.16 | | 6 | 0.11 | 0.02 | 0.10 | -0.13 | 0.16 | -0.18 | 0.08 | 0.06 | -0.01 | 0.00 | -0.16 | 0.07 | -0.15 | -0.14 | 0.10 | 0.04 | 0.05 | 0.11 | -0.04 | 0.11 | -0.08 | 0.09 | -0.09 | 0.19 | 0.17 | | 7 | 0.03 | 0.08 | -0.17 | 0.07 | -0.16 | -0.08 | 0.02 | -0.07 | -0.14 | 0.11 | -0.14 | -0.04 | -0.19 | 0.18 | -0.11 | -0.05 | -0.19 | 0.01 | 0.04 | -0.18 | -0.13 | 0.06 | -0.11 | -0.18 | -0.04 | | 8 | 0.17 | 0.00 | 0.14 | -0.07 | 0.10 | -0.18 | -0.04 | 0.06 | 0.11 | -0.04 | -0.13 | 0.19 | -0.08 | 0.02 | -0.17 | -0.14 | 0.16 | 0.15 | 0.10 | -0.05 | -0.06 | 0.13 | 0.08 | 0.19 | -0.18 | | 9 | 0.03 | 0.01 | 0.17 | 0.16 | 0.09 | 0.00 | -0.18 | 0.10 | -0.16 | -0.09 | -0.12 | -0.04 | -0.07 | 0.07 | 0.11 | -0.19 | 0.12 | 0.16 | 0.03 | 0.08 | -0.12 | -0.04 | 0.05 | -0.12 | -0.06 | | 10 | -0.19 | -0.02 | 0.19 | -0.15 | 0.02 | 0.10 | 0.11 | 0.03 | -0.08 | -0.19 | -0.07 | 0.05 | 0.06 | -0.19 | 0.07 | -0.03 | 0.10 | 0.05 | 0.02 | 0.09 | 0.00 | 0.10 | 0.04 | 0.07 | 0.09 | | 11 | -0.15 | -0.15 | 0.14 | 0.20 | -0.13 | 0.05 | -0.06 | 0.10 | -0.11 | 0.07 | -0.07 | -0.14 | 0.18 | 0.12 | 0.09 | -0.13 | 0.13 | -0.14 | 0.03 | -0.11 | 0.16 | 0.13 | 0.06 | 0.03 | 0.12 | | 12 | 0.15 | 0.00 | 0.11 | 0.02 | 0.04 | -0.16 | 0.04 | -0.11 | 0.01 | -0.03 | -0.11 | -0.05 | 0.17 | 0.10 | 0.06 | 0.09 | -0.05 | -0.11 | 0.00 | -0.09 | 0.05 | -0.07 | -0.18 | 0.07 | 0.02 | | 13 | -0.01 | 0.14 | 0.01 | 0.08 | -0.08 | -0.17 | 0.10 | 0.09 | -0.16 | -0.02 | -0.10 | -0.14 | -0.02 | -0.15 | -0.03 | -0.05 | 0.05 | -0.13 | -0.17 | 0.07 | -0.16 | 0.02 | -0.06 | -0.06 | 0.07 | | 14 | 0.14 | 0.15 | -0.13 | 0.20 | -0.15 | 0.11 | -0.16 | 0.19 | -0.04 | 0.04 | 0.16 | 0.10 | -0.10 | 0.01 | -0.04 | 0.14 | 0.03 | -0.18 | 0.09 | -0.01 | -0.04 | 0.19 | -0.02 | 0.05 | 0.16 | | 15 | -0.12 | -0.09 | -0.04 | -0.08 | -0.11 | 0.16 | -0.15 | 0.15 | -0.16 | -0.18 | 0.08 | 0.15 | 0.11 | -0.07 | 0.13 | 0.09 | 0.01 | -0.16 | 0.20 | 0.05 | -0.18 | 0.02 | -0.10 | 0.12 | -0.18 | | 16 | 0.02 | -0.12 | -0.15 | -0.03 | 0.16 | 0.01 | 0.02 | -0.17 | -0.16 | -0.07 | 0.02 | -0.06 | 0.10 | 0.02 | -0.07 | 0.03 | -0.09 | 0.05 | -0.06 | -0.11 | 0.00 | -0.07 | 0.09 | -0.19 | -0.08 | | 17 | 0.05 | 0.03 | -0.19 | -0.01 | -0.17 | -0.16 | -0.01 | -0.05 | 0.11 | 0.11 | -0.13 | 0.07 | 0.10 | -0.04 | 0.13 | -0.13 | -0.10 | 0.18 | 0.19 | -0.13 | -0.03 | 0.05 | 0.14 | -0.17 | -0.18 | | 18 | -0.19 | 0.06 | 0.18 | 0.11 | -0.10 | 0.13 | 0.16 | -0.05 | -0.08 | 0.08 | -0.12 | -0.08 | 0.10 | -0.03 | 0.12 | 0.18 | -0.02 | -0.06 | -0.06 | 0.13 | 0.20 | -0.06 | -0.09 | 0.19 | -0.12 | | 19 | 0.05 | -0.03 | -0.08 | 0.13 | -0.18 | -0.06 | 0.12 | 0.07 | 0.04 | -0.15 | -0.17 | 0.01 | -0.16 | -0.13 | 0.14 | -0.09 | -0.11 | -0.04 | 0.15 | 0.11 | 0.12 | 0.10 | 0.09 | 0.06 | 0.09 | | 20 | -0.06 | -0.12 | -0.08 | -0.16 | -0.02 | -0.08 | 0.09 | 0.04 | 0.19 | -0.15 | 0.17 | 0.13 | 0.07 | -0.10 | 0.00 | 0.17 | 0.12 | 0.19 | -0.02 | 0.17 | -0.01 | -0.03 | -0.14 | -0.11 | 0.09 | | 21 | -0.18 | 0.18 | -0.07 | -0.13 | -0.19 | 0.10 | -0.18 | 0.12 | -0.03 | -0.16 | 0.08 | 0.04 | -0.01 | -0.19 | 0.05 | -0.11 | 0.19 | 0.18 | -0.03 | -0.16 | 0.16 | 0.00 | 0.13 | -0.04 | 0.15 | | 22 | 0.00 | -0.17 | -0.01 | -0.06 | 0.16 | -0.20 | -0.17 | -0.05 | 0.08 | -0.20 | 0.02 | -0.07 | -0.12 | 0.17 | 0.18 | -0.05 | -0.19 | 0.07 | -0.11 | -0.13 | -0.14 | 0.08 | -0.14 | -0.15 | 0.03 | | 23 | -0.12 | -0.16 | 0.06 | -0.18 | -0.12 | -0.18 | -0.16 | -0.12 | 0.10 | -0.03 | -0.07 | -0.08 | -0.16 | 0.06 | -0.02 | -0.16 | 0.01 | 0.20 | -0.15 | -0.16 | -0.04 | 0.19 | 0.04 | -0.09 | -0.17 | | 24 | -0.15 | -0.14 | -0.19 | 0.01 | -0.16 | 0.07 | 0.12 | -0.17 | -0.03 | 0.06 | -0.13 | -0.02 | 0.13 | 0.17 | -0.18 | 0.06 | -0.17 | 0.11 | -0.08 | 0.00 | 0.17 | -0.07 | -0.05 | -0.10 | 0.17 | | 25 | -0.12 | -0.13 | 0.14 | -0.07 | -0.08 | 0.04 | 0.18 | 0.11 | 0.06 | 0.09 | 0.05 | -0.03 | -0.13 | -0.13 | 0.15 | -0.13 | 0.12 | -0.07 | 0.09 | -0.12 | 0.17 | 0.14 | 0.12 | -0.07 | 0.12 |
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