From: Particle swarm optimization using multi-information characteristics of all personal-best information
Name | Â | PSO-API | PSO | LPSO-API | LPSO |
---|---|---|---|---|---|
f 1(x) | AVE/rank | 6.143e−101/2 | 3.714e−012/4 | 1.992e−180/1 | 5.879e−052/3 |
 | MED/SD | 2.803e−102/1.498e−100 | 6.501e−013/8.397e−012 | 4.447e−183/2.124e−180 | 1.476e−053/1.638e−051 |
f 2(x) | AVE/rank | 1.522e−050/2 | 1.000e+000/3 | 3.973e−091/1 | 3.000e+000/4 |
 | MED/SD | 7.388e−051/2.773e−050 | 1.387e−010/3.077e+000 | 7.565e−092/1.174e−090 | 2.895e−033/4.701e+000 |
f 3(x) | AVE/rank | 1.049e−060/2 | 3.145e+003/3 | 3.938e−132/1 | 8.000e+003/4 |
 | MED/SD | 8.599e−062/3.394e−060 | 2.604e+003/3.448e+003 | 5.529e−134/1.488e−131 | 1.000e+004/5.342e+003 |
f 4(x) | AVE/rank | 8.837e−042/2 | 2.666e+000/4 | 1.290e−078/1 | 5.100e−004/3 |
 | MED/SD | 1.414e−042/1.569e−041 | 2.376e+000/1.136e+000 | 1.071e−079/4.198e−078 | 3.224e−004/6.771e−004 |
f 5(x) | AVE/rank | 0.0e+000/1 | 0.0e+000/1 | 0.0e+000/1 | 0.0e+000/1 |
 | MED/SD | 0.0e+000/0.0e+000 | 0.0e+000/0.0e+000 | 0.0e+000/0.0e+000 | 0.0e+000/0.0e+000 |
f 6(x) | AVE/rank | 4.992e−001/3 | 7.748e−001/4 | 4.983e−001/2 | 4.625e−001/1 |
 | MED/SD | 5.276e−001/3.032e−001 | 8.512e−001/3.869e−001 | 5.067e−001/2.680e−001 | 5.071e−001/2.670e−001 |
f 7(x) | AVE/rank | 0.0e+000/1 | 1.411e+001/3 | 0.0e+000/1 | 2.490e+001/4 |
 | MED/SD | 0.0e+000/0.0e+000 | 9.455e+00/1.125e+001 | 0.0e+00/0.0e+000 | 1.542e+01/1.996e+001 |
f 8(x) | AVE/rank | 0.0e+000/1 | 2.034e+001/3 | 1.773e+000/2 | 2.530e+001/4 |
 | MED/SD | 0.0e+000/0.0e+000 | 1.867e+01/1.158e+001 | 0.0e+00/6.846e+000 | 2.700e+01/1.999e+001 |
f 9(x) | AVE/rank | 3.552e−015/1 | 2.440e−007/3 | 3.552e−015/1 | 7.676e−001/4 |
 | MED/SD | 3.552e−015/0.0e+000 | 1.615e−007/2.245e−007 | 3.552e−015/0.0e+000 | 7.105e−015/3.432e+000 |
f 10(x) | AVE/rank | 0.0e+000/1 | 4.861e−002/4 | 7.404e−004/2 | 3.588e−002/3 |
 | MED/SD | 0.0e+000/0.0e+000 | 4.785e−002/3.737e−002 | 0.0e+000/3.311e−003 | 2.834e−002/3.710e−002 |
f 11(x) | AVE/rank | 0.0e+000/1 | 2.615e−007/3 | 0.0e+000/1 | 2.000e−001/4 |
 | MED/SD | 0.0e+000/0.0e+000 | 1.650e−008/9.516e−007 | 0.0e+000/0.0e+000 | 0.000e+000/8.944e−001 |
f 12(x) | AVE/rank | 5.335e−002/4 | 3.893e−008/1 | 5.103e−002/3 | 7.775e−003/2 |
 | MED/SD | 5.383e−002/9.641e−003 | 6.931e−014/1.741e−007 | 4.906e−002/1.051e−002 | 2.355e−032/3.477e−002 |
f 13(x) | AVE/rank | −2.0e+000/1 | −2.0e+000/1 | −2.0e+000/1 | −2.0e+000/1 |
 | MED/SD | −2.0e+000/0.0e+000 | −2.0e+000/3.520e−015 | −2.0e+000/0.0e+000 | −2.0e+000/0.0e+000 |
f 14(x) | AVE/rank | 3.963e+001/1 | 8.864e+001/4 | 4.278e+001/2 | 5.657e+001/3 |
 | MED/SD | 3.702e+01/1.884e+001 | 8.617e+01/3.462e+001 | 4.612e+01/1.646e+001 | 5.323e+01/2.357e+001 |
f 15(x) | AVE/rank | 9.987e−002/1 | 1.370e+000/4 | 9.987e−002/1 | 1.199e+000/3 |
 | MED/SD | 9.987e−002/2.883e−010 | 4.998e−001/3.682e+000 | 9.987e−002/4.206e−010 | 3.998e−001/3.579e+000 |
f 16(x) | AVE/rank | 1.876e+001/1 | 3.382e+007/3 | 1.877e+001/2 | 4.691e+008/4 |
 | MED/SD | 1.876e+001/2.135e−002 | 1.952e+03/1.374e+008 | 1.877e+001/1.374e−002 | 1.971e+08/5.627e+008 |
f 17(x) | AVE/rank | 1.529e−012/2 | 1.252e+004/4 | 8.245e−035/1 | 8.891e+003/3 |
 | MED/SD | 1.549e−032/6.838e−012 | 4.387e+03/1.629e+004 | 8.006e−096/3.687e−034 | 6.856e+03/8.742e+003 |
f 18(x) | AVE/rank | −4.224e+002/2 | −4.161e+002/3 | −4.288e+002/1 | −4.051e+002/4 |
 | MED/SD | −4.229e+02/3.728e+000 | −4.173e+02/1.819e+001 | −4.290e+02/2.251e+000 | −4.077e+02/1.290e+001 |
f 19(x) | AVE/rank | −1.1921e+2/4 | −1.1931e+2/1 | −1.1925e+2/3 | −1.1928e+2/2 |
 | MED/SD | −1.1920e+2/6.117e−002 | −1.1928e+2/1.049e−001 | −1.1923e+2/5.970e−002 | −1.1928e+2/7.102e−002 |
f 20(x) | AVE/rank | 1.0953e+002/4 | 1.047e+002/2 | 1.0951e+002/3 | 1.042e+002/1 |
 | MED/SD | 1.095e+02/2.107e+000 | 1.050e+02/2.457e+000 | 1.094e+002/2.029e+000 | 1.037e+02/2.714e+000 |
 | AR | 1.85 | 2.9 | 1.55 | 2.9 |
 | FR | 2 | 3 | 1 | 3 |