Table 1.
Average values and standard deviations of the imaging parameters estimated by the three considered global search techniques for the reconstruction of the synthetic configurations in the first column of Fig. 2.
First source |
Second source |
|||||||||
---|---|---|---|---|---|---|---|---|---|---|
Flux | FWHM | x | y | Flux | FWHM | x | y | |||
(counts s−1 keV−1 cm−2) | (arcsec) | (arcsec) | (arcsec) | (counts s−1 keV−1 cm−2) | (arcsec) | (arcsec) | (arcsec) | |||
C1 | Ground truth | 5000.0 | 8.0 | 0.0 | 0.0 | 5000.0 | 8.0 | 30.0 | 30.0 | |
Simulated annealing | 4800 ± 600 | 9.0 ± 2.0 | −0.1 ± 0.6 | 0.1 ± 0.3 | 5000 ± 600 | 10.0 ± 3.0 | 30.3 ± 0.5 | 30.0 ± 0.4 | ||
Evolutionary algorithm | 4700 ± 400 | 8.0 ± 1.0 | 0.0 ± 0.4 | 0.1 ± 0.2 | 5000 ± 400 | 9.0 ± 1.0 | 30.1 ± 0.4 | 29.9 ± 0.3 | ||
PSO | 4800 ± 100 | 8.5 ± 0.6 | 0.2 ± 0.2 | 0.1 ± 0.3 | 4800 ± 100 | 8.2 ± 0.7 | 30.1 ± 0.2 | 29.9 ± 0.3 | ||
C2 | Ground truth | 5000.0 | 8.0 | −15.0 | −15.0 | 3000.0 | 8.0 | 15.0 | 15.0 | |
Simulated annealing | 4700 ± 600 | 8.0 ± 2.0 | −15.4 ± 0.5 | −15.1 ± 0.2 | 3000 ± 600 | 13.0 ± 5.0 | 15.0 ± 1.0 | 15.0 ± 1.0 | ||
Evolutionary algorithm | 4900 ± 300 | 8.6 ± 0.7 | −15.0 ± 0.3 | −15.0 ± 0.2 | 3000 ± 200 | 9.0 ± 1.0 | 14.9 ± 0.4 | 14.0 ± 0.3 | ||
PSO | 4900 ± 100 | 8.5 ± 0.4 | −15.0 ± 0.2 | −15.0 ± 0.2 | 2770 ± 90 | 8.5 ± 0.9 | 14.9 ± 0.4 | 14.9 ± 0.3 | ||
C3 | Ground truth | 5000.0 | 8.0 | −15.0 | 0.0 | 5000.0 | 8.0 | 15.0 | 0.0 | |
Simulated annealing | 4800 ± 700 | 9.0 ± 3.0 | −15.1 ± 0.7 | −0.1 ± 0.5 | 5000 ± 900 | 10.0 ± 3.0 | 15.0 ± 0.6 | 0.2 ± 0.4 | ||
Evolutionary algorithm | 4800 ± 500 | 8.0 ± 2.0 | −15.0 ± 0.4 | 0.1 ± 0.3 | 5000 ± 600 | 9.0 ± 2.0 | 15.0 ± 0.4 | 0.0 ± 0.2 | ||
PSO | 4900 ± 100 | 8.5 ± 0.6 | −14.9 ± 0.2 | 0.1 ± 0.3 | 4770 ± 90 | 8.3 ± 0.4 | 15.1 ± 0.2 | 0.0 ± 0.2 | ||
Loop | ||||||||||
Flux | FWHM max | FWHM min | α | x | y | Loop angle | ||||
(counts s−1 keV−1 cm−2) | (arcsec) | (arcsec) | (deg) | (arcsec) | (arcsec) | (deg) | ||||
C4 | Ground truth | 80 000.0 | 22.5 | 9.0 | 0.0 | 20.0 | 0.0 | 70.0 | ||
Simulated annealing | 64 500 ± 500 | 21.3 ± 0.4 | 7.0 ± 0.8 | −0.2 ± 0.4 | 20.5 ± 0.1 | 0.0 ± 0.1 | 56.0 ± 10.0 | |||
Evolutionary algorithm | 78 100 ± 700 | 27.0 ± 2.0 | 8.9 ± 0.6 | 0.1 ± 0.4 | 20.0 ± 0.1 | 0.0 ± 0.1 | 69.0 ± 2.0 | |||
PSO | 78 300 ± 200 | 24.5 ± 0.9 | 10.0 ± 0.7 | 0.1 ± 0.6 | 20.0 ± 0.2 | 0.0 ± 0.3 | 69.0 ± 2.0 | |||
C5 | Ground truth | 80 000.0 | 22.0 | 14.0 | 45.0 | 20.0 | 20.0 | 105.0 | ||
Simulated annealing | 67 000 ± 1000 | 17.3 ± 0.3 | 9.9 ± 0.5 | 45.0 ± 1.0 | 20.4 ± 0.1 | 20.3 ± 0.1 | 50.0 ± 20.0 | |||
Evolutionary algorithm | 78 400 ± 500 | 20.0 ± 0.3 | 12.1 ± 0.2 | 44.0 ± 1.0 | 20.1 ± 0.1 | 20.0 ± 0.1 | 99.0 ± 6.0 | |||
PSO | 78 400 ± 200 | 19.1 ± 0.3 | 12.3 ± 0.2 | 44.0 ± 1.0 | 20.1 ± 0.1 | 20.0 ± 0.1 | 101.0 ± 7.0 | |||
C6 | Ground truth | 9000.0 | 22.0 | 12.0 | 45.0 | 15.0 | 15.0 | 105.0 | ||
Simulated annealing | 8800 ± 100 | 22.0 ± 1.0 | 10.8 ± 0.8 | 45.0 ± 2.0 | 15.2 ± 0.2 | 15.0 ± 0.2 | 102.0 ± 8.0 | |||
Evolutionary algorithm | 8800 ± 400 | 21.0 ± 2.0 | 10.0 ± 2.0 | 45.0 ± 2.0 | 15.3 ± 0.4 | 15.0 ± 0.4 | 100.0 ± 20.0 | |||
PSO | 8800 ± 100 | 21.1 ± 0.6 | 11.5 ± 0.5 | 45.0 ± 2.0 | 15.2 ± 0.2 | 15.0 ± 0.2 | 105.0 ± 6.0 |
Notes. For each configuration, the algorithms have been applied to 25 random realizations of the STIX synthetic visibility sets.
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