Table 4 Performance comparison of all algorithms based on benchmark functions F7–F12
From: An ECSO-based approach for optimizing degree distribution of short-length LT codes
Function | Algorithm | Standard deviation | Mean | Best | Worst |
|---|---|---|---|---|---|
F7 | APSO | 1.7199E+01 | 4.3650E+00 | 0.0000E+00 | 1.0870E+02 |
DE | 2.2119E+01 | 2.0320E+01 | 0.0000E+00 | 9.8650E+01 | |
CSO | 9.4792E+00 | 3.0670E+00 | 0.0000E+00 | 6.4400E+01 | |
BCSO | 9.4334E+00 | 2.9095E+00 | 0.0000E+00 | 6.6550E+01 | |
DCSO | 9.0134E+00 | 4.0845E+00 | 4.5000E−01 | 6.4250E+01 | |
CCSO | 8.0428E+00 | 2.4880E+00 | 0.0000E+00 | 5.9200E+01 | |
ECSO | 6.7709E+00 | 1.6255E+00 | 0.0000E+00 | 5.2950E+01 | |
F8 | APSO | 5.7047E+03 | 8.2521E+03 | 2.2036E+03 | 2.5229E+04 |
DE | 3.4683E+03 | 3.8976E+03 | 5.5399E+02 | 2.2475E+04 | |
CSO | 3.4032E+03 | 2.4246E+03 | 3.3888E+02 | 2.1273E+04 | |
BCSO | 3.0753E+03 | 2.3294E+03 | 2.7688E+02 | 1.6230E+04 | |
DCSO | 2.6553E+03 | 1.1508E+03 | 5.3335E−05 | 1.6955E+04 | |
CCSO | 3.1754E+03 | 1.6036E+03 | 1.2732E+02 | 2.2657E+04 | |
ECSO | 2.6438E+03 | 1.1180E+03 | 3.9454E−07 | 1.6007E+04 | |
F9 | APSO | 2.7305E+02 | 1.5363E+02 | 1.8616E+01 | 1.1794E+03 |
DE | 2.0441E+02 | 2.5411E+02 | 5.7273E+01 | 1.0046E+03 | |
CSO | 1.0097E+02 | 4.0486E+01 | 9.6601E−06 | 6.2801E+02 | |
BCSO | 1.0187E+02 | 3.6269E+01 | 1.2021E−08 | 6.5835E+02 | |
DCSO | 1.0786E+02 | 4.3412E+01 | 9.1331E−07 | 6.5675E+02 | |
CCSO | 1.0120E+02 | 3.9449E+01 | 6.0732E−07 | 6.7608E+02 | |
ECSO | 8.0768E+01 | 2.3935E+01 | 1.0119E−08 | 5.7983E+02 | |
F10 | APSO | 1.9719E+01 | 4.4414E+00 | 2.0279E−02 | 1.6054E+02 |
DE | 2.7524E+01 | 2.2175E+01 | 1.8682E−01 | 1.3731E+02 | |
CSO | 1.2493E+01 | 3.7259E+00 | 4.7947E−12 | 7.6476E+01 | |
BCSO | 1.1817E+01 | 3.1029E+00 | 8.9682E−13 | 8.2953E+01 | |
DCSO | 1.1784E+01 | 3.6059E+00 | 1.3398E−08 | 7.8886E+01 | |
CCSO | 1.0974E+01 | 2.9772E+00 | 1.4122E−12 | 8.3549E+01 | |
ECSO | 8.2519E+00 | 1.7539E+00 | 3.9075E−13 | 6.5495E+01 | |
F11 | APSO | 1.9944E+11 | 3.6391E+10 | 3.2077E+01 | 1.7823E+12 |
DE | 1.7313E+10 | 3.2944E+09 | 2.4898E+03 | 1.5493E+11 | |
CSO | 4.6866E+08 | 5.2398E+07 | 2.7157E−06 | 4.6870E+09 | |
BCSO | 3.4758E+08 | 3.5540E+07 | 7.7432E−08 | 3.4934E+09 | |
DCSO | 3.2962E+08 | 3.4301E+07 | 1.7245E−04 | 3.3122E+09 | |
CCSO | 1.0896E+09 | 1.2330E+08 | 2.9050E−06 | 1.0878E+10 | |
ECSO | 1.0777E+08 | 1.1629E+07 | 1.1224E−06 | 1.0810E+09 | |
F12 | APSO | 1.2648E+02 | 1.9405E+01 | 1.9131E−02 | 1.1248E+03 |
DE | 1.2314E+02 | 6.5162E+01 | 1.1084E−01 | 8.0601E+02 | |
CSO | 6.0829E+01 | 1.6762E+01 | 3.9479E−03 | 4.3591E+02 | |
BCSO | 5.5154E+01 | 1.1477E+01 | 4.2233E−03 | 4.5967E+02 | |
DCSO | 3.5858E+01 | 9.0720E+00 | 2.1421E−03 | 2.6972E+02 | |
CCSO | 4.2886E+01 | 9.6930E+00 | 2.5033E−03 | 3.6524E+02 | |
ECSO | 4.0757E+01 | 7.0128E+00 | 2.1833E−03 | 3.6695E+02 |