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Sampling time | Category | Actual value | PSO prediction | CLPSO prediction | HCSPSO prediction |
|
1 | Facility cost (10,000) | 8700 | 8804 | 8773 | 8685 |
Suitability | 0.56 | 0.55 | 0.57 | 0.59 |
Satisfaction of the elderly | 0.63 | 0.55 | 0.60 | 0.69 |
Number of service population | 23106 | 21045 | 22621 | 23891 |
2 | Facility cost (10,000) | 8667 | 8723 | 8650 | 8600 |
Suitability | 0.51 | 0.43 | 0.50 | 0.6 |
Satisfaction of the elderly | 0.65 | 0.57 | 0.60 | 0.73 |
Number of service population | 21085 | 20037 | 21109 | 22084 |
3 | Facility cost (10,000) | 8623 | 8876 | 8732 | 8540 |
Suitability | 0.67 | 0.58 | 0.65 | 0.70 |
Satisfaction of the elderly | 0.70 | 0.54 | 0.60 | 0.73 |
Number of service population | 27243 | 25061 | 24101 | 29201 |
4 | Facility cost (10,000) | 8677 | 8832 | 8723 | 8420 |
Suitability | 0.70 | 0.61 | 0.75 | 0.79 |
Satisfaction of the elderly | 0.68 | 0.60 | 0.70 | 0.80 |
Number of service population | 28347 | 27140 | 28897 | 30142 |
5 | Facility cost (10,000) | 8867 | 9102 | 8453 | 8014 |
Suitability | 0.78 | 0.69 | 0.70 | 0.80 |
Satisfaction of the elderly | 0.79 | 0.65 | 0.70 | 0.85 |
Number of service population | 29587 | 27201 | 28754 | 32048 |
6 | Facility cost (10,000) | 8593 | 8804 | 8675 | 8103 |
Suitability | 0.75 | 0.65 | 0.71 | 0.84 |
Satisfaction of the elderly | 0.82 | 0.66 | 0.76 | 0.88 |
Number of service population | 28499 | 26542 | 27413 | 30472 |
7 | Facility cost (10,000) | 8604 | 8706 | 8500 | 8304 |
Suitability | 0.84 | 0.71 | 0.80 | 0.91 |
Satisfaction of the elderly | 0.88 | 0.72 | 0.80 | 0.93 |
Number of service population | 30139 | 28046 | 31284 | 35041 |
8 | Facility cost (10,000) | 8379 | 8571 | 8473 | 8047 |
Suitability | 0.82 | 0.70 | 0.72 | 0.85 |
Satisfaction of the elderly | 0.81 | 0.68 | 0.76 | 0.87 |
Number of service population | 29952 | 27036 | 28769 | 34057 |
9 | Facility cost (10,000) | 8508 | 8934 | 8764 | 8204 |
Suitability | 0.85 | 0.75 | 0.80 | 0.90 |
Satisfaction of the elderly | 0.87 | 0.67 | 0.77 | 0.93 |
Number of service population | 32079 | 30042 | 31098 | 35478 |
10 | Facility cost (10,000) | 8672 | 8957 | 8534 | 7950 |
Suitability | 0.80 | 0.65 | 0.78 | 0.85 |
Satisfaction of the elderly | 0.83 | 0.71 | 0.76 | 0.90 |
Number of service population | 31085 | 28014 | 30795 | 34258 |
11 | Facility cost (10,000) | 8684 | 8803 | 8503 | 8350 |
Suitability | 0.86 | 0.76 | 0.83 | 0.90 |
Satisfaction of the elderly | 0.85 | 0.74 | 0.81 | 0.95 |
Number of service population | 30185 | 27521 | 31694 | 35041 |
12 | Facility cost (10,000) | 8578 | 8954 | 8764 | 8046 |
Suitability | 0.79 | 0.63 | 0.75 | 0.85 |
Satisfaction of the elderly | 0.80 | 0.66 | 0.78 | 0.89 |
Number of service population | 30872 | 27924 | 29540 | 36250 |
13 | Facility cost (10,000) | 8610 | 9014 | 8804 | 8103 |
Suitability | 0.88 | 0.68 | 0.77 | 0.94 |
Satisfaction of the elderly | 0.82 | 0.72 | 0.80 | 0.93 |
Number of service population | 33105 | 31024 | 32680 | 36572 |
14 | Facility cost (10,000) | 8640 | 8814 | 8415 | 7924 |
Suitability | 0.90 | 0.80 | 0.87 | 0.95 |
Satisfaction of the elderly | 0.89 | 0.76 | 0.84 | 0.91 |
Number of service population | 34208 | 30450 | 33075 | 37250 |
15 | Facility cost (10,000) | 8796 | 8924 | 8821 | 8430 |
Suitability | 0.91 | 0.75 | 0.80 | 0.95 |
Satisfaction of the elderly | 0.89 | 0.77 | 0.82 | 0.91 |
Number of service population | 35024 | 34214 | 36204 | 38524 |
16 | Facility cost (10,000) | 8721 | 9042 | 8940 | 8106 |
Suitability | 0.90 | 0.74 | 0.85 | 0.96 |
Satisfaction of the elderly | 0.90 | 0.77 | 0.83 | 0.94 |
Number of service population | 34802 | 31064 | 35014 | 37562 |
17 | Facility cost (10,000) | 8496 | 8627 | 8207 | 7824 |
Suitability | 0.87 | 0.68 | 0.74 | 0.90 |
Satisfaction of the elderly | 0.86 | 0.73 | 0.90 | 0.93 |
Number of service population | 34506 | 33201 | 35407 | 38524 |
18 | Facility cost (10,000) | 8143 | 8524 | 8410 | 7731 |
Suitability | 0.92 | 0.78 | 0.90 | 0.96 |
Satisfaction of the elderly | 0.93 | 0.76 | 0.89 | 0.97 |
Number of service population | 35621 | 30249 | 35103 | 38245 |
19 | Facility cost (10,000) | 7903 | 8321 | 8104 | 7624 |
Suitability | 0.91 | 0.84 | 0.87 | 0.93 |
Satisfaction of the elderly | 0.90 | 0.74 | 0.88 | 0.91 |
Number of service population | 35102 | 31259 | 34520 | 40641 |
20 | Facility cost (10,000) | 7710 | 8125 | 7658 | 7103 |
Suitability | 0.90 | 0.82 | 0.85 | 0.95 |
Satisfaction of the elderly | 0.95 | 0.84 | 0.90 | 0.97 |
Number of service population | 36045 | 34253 | 37250 | 39240 |
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