Table 9 Run-time (s) from seven forecasts and eleven FTS
FTS | EOAEFA-FLN | EOAEFA-PSNN | AEFA-FLN | AEFA-PSNN | GA-FLN | GA-PSNN | BPNN |
|---|---|---|---|---|---|---|---|
NASDAQ | 107.25 | 100.55 | 98.53 | 93.48 | 113.27 | 107.88 | 167.35 |
DJIA | 105.00 | 110.02 | 91.80 | 92.00 | 115.24 | 110.55 | 177.27 |
S&P500 | 99.79 | 101.00 | 92.49 | 92.18 | 108.50 | 108.00 | 171.02 |
RUSSELL 2000 | 102.66 | 101.34 | 97.80 | 101.05 | 109.73 | 110.00 | 175.15 |
BTC/USD | 105.55 | 100.39 | 90.76 | 97.15 | 107.28 | 105.00 | 205.22 |
EUR/USD | 107.00 | 104.72 | 99.07 | 96.15 | 112.88 | 109.83 | 189.32 |
GBP/USD | 101.47 | 99.89 | 91.75 | 94.55 | 111.26 | 108.55 | 176.72 |
JPY/USD | 105.74 | 102.77 | 97.26 | 98.20 | 104.73 | 104.89 | 170.47 |
Crude oil prices | 122.45 | 127.00 | 110.84 | 112.93 | 137.48 | 133.27 | 228.33 |
Natural gas prices | 125.05 | 125.66 | 113.85 | 115.02 | 130.65 | 131.55 | 220.85 |
Coal prices | 51.96 | 53.04 | 51.33 | 52.07 | 62.35 | 60.96 | 81.55 |