Table 2 Simulation results for Scenario 1 when\(q=40, 50, 70\)and\(m=1,2,3\)
Criterion | q = 40 | q = 50 | q = 70 | ||||||
|---|---|---|---|---|---|---|---|---|---|
m = 1 | m = 2 | m = 3 | m = 1 | m = 2 | m = 3 | m = 1 | m = 2 | m = 3 | |
MAPE | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 \(x^{(o)}_t\) | 3.73% | 4.95% | 5.41% | 4.19% | 4.82% | 5.91% | 3.58% | 4.67% | 5.80% |
 \(x^{(h)}_t\) | 3.75% | 4.71% | 4.92% | 3.93% | 4.65% | 5.59% | 3.43% | 4.37% | 5.23% |
 \(x^{(l)}_t\) | 4.30% | 5.28% | 6.28% | 4.80% | 5.17% | 6.21% | 4.60% | 5.64% | 6.81% |
 \(x^{(c)}_t\) | 3.69% | 4.94% | 5.53% | 4.31% | 4.87% | 5.96% | 3.58% | 4.67% | 5.70% |
SD | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 \(x^{(o)}_t\) | 0.115 | 0.122 | 0.115 | 0.127 | 0.127 | 0.122 | 0.104 | 0.105 | 0.104 |
 \(x^{(h)}_t\) | 0.126 | 0.138 | 0.130 | 0.150 | 0.147 | 0.143 | 0.123 | 0.123 | 0.122 |
 \(x^{(l)}_t\) | 0.073 | 0.079 | 0.076 | 0.072 | 0.074 | 0.072 | 0.070 | 0.072 | 0.072 |
 \(x^{(c)}_t\) | 0.112 | 0.123 | 0.116 | 0.131 | 0.129 | 0.126 | 0.103 | 0.104 | 0.104 |
RMSE | Â | Â | Â | Â | Â | Â | Â | Â | Â |
 \(x^{(o)}_t\) | 0.073 | 0.096 | 0.108 | 0.081 | 0.093 | 0.110 | 0.067 | 0.088 | 0.106 |
 \(x^{(h)}_t\) | 0.094 | 0.123 | 0.134 | 0.101 | 0.118 | 0.139 | 0.084 | 0.110 | 0.131 |
 \(x^{(l)}_t\) | 0.052 | 0.067 | 0.075 | 0.059 | 0.065 | 0.076 | 0.055 | 0.068 | 0.081 |
 \(x^{(c)}_t\) | 0.071 | 0.099 | 0.109 | 0.083 | 0.096 | 0.114 | 0.066 | 0.088 | 0.106 |
RMSEH | 0.098 | 0.127 | 0.137 | 0.099 | 0.122 | 0.142 | 0.088 | 0.114 | 0.135 |
AR | 0.891 | 0.868 | 0.858 | 0.886 | 0.872 | 0.849 | 0.895 | 0.871 | 0.848 |