Test function represent flow operational

This commit is contained in:
Remi Ehounou
2021-05-22 01:05:18 -04:00
parent 89bf06da6c
commit 00e46546f4
3 changed files with 46 additions and 48 deletions

View File

@ -1,28 +1,29 @@
def main(args):
'''
:param args: list of floats
:return: float
#_# dimmensions: 2
'''
#_# cm_angle: [[1.33897501e+01], [ nan], [1.40464922e+01], [ nan], [3.10339907e+00], [ nan], [1.00000000e+00], [ nan], [0.00000000e+00], [1.40000000e-02]]
#_# cm_conv: [[0.0297619 ], [0.00595238], [0.22619048], [0.33333333], [0. ], [0.062 ]]
#_# cm_grad: [[0.64254617], [ nan], [0. ], [0.01 ]]
#_# ela_conv: [[0.00000000e+00], [0.00000000e+00], [2.77028225e-02], [2.77028225e-02], [1.00000000e+03], [1.31000000e-01]]
#_# ela_curv: [[1.00000000e+02], [1.00000355e+02], [1.00005040e+02], [1.00002931e+02], [1.00009346e+02], [1.00015828e+02], [5.10494927e-03], [0.00000000e+00], [5.62028278e+01], [7.31406032e+01], [5.13544460e+02], [1.30604608e+02], [3.75618981e+02], [1.05254867e+04], [1.23941806e+03], [0.00000000e+00], [3.02592268e+00], [9.02638335e+02], [1.56148314e+29], [3.81682127e+03], [3.25219248e+04], [2.89737144e+31], [2.05852895e+30], [5.00000000e-03], [8.40000000e+03], [1.13300000e+00]]
#_# ela_distr: [[-0.03671804], [-1.24272349], [ 5. ], [ 0. ], [ 0.023 ]]
#_# ela_local: [[3.00000000e+00], [3.00000000e-02], [1.00267380e+00], [6.66666667e-01], [1.10000000e-01], [4.45000000e-01], [4.45000000e-01], [2.00000000e+01], [2.00000000e+01], [2.26000000e+01], [2.00000000e+01], [2.50000000e+01], [3.00000000e+01], [3.51619629e+00], [2.26300000e+03], [2.35000000e-01]]
#_# ela_meta: [[9.99993630e-01], [1.01176187e+02], [8.08905581e-01], [9.99825941e+01], [1.23602305e+02], [9.99993660e-01], [1.00000000e+00], [3.95467951e+13], [1.00000000e+00], [0.00000000e+00], [1.00000000e-02]]
#_# basic: [[ 2. ], [500. ], [-10. ], [-10. ], [ 10. ], [ 10. ], [100.74931228], [199.87416126], [ 10. ], [ 10. ], [100. ], [ 1. ], [ 1. ], [ 0. ], [ 0. ]]
#_# disp: [[ 0.75879825], [ 0.61920947], [ 0.61336996], [ 0.68491606], [ 0.76149282], [ 0.5882951 ], [ 0.56069976], [ 0.60774698], [-0.12954581], [-0.20451683], [-0.20765314], [-0.16922681], [-0.12717398], [-0.21952442], [-0.23423848], [-0.20915252], [ 0. ], [ 0.011 ]]
#_# limo: [[9.99858662e+01], [1.00000000e+00], [9.99858662e+01], [ nan], [ nan], [ nan], [1.23602305e+02], [ nan], [ nan], [ nan], [ nan], [ nan], [0.00000000e+00], [3.00000000e-03]]
#_# nbc: [[ 0.30653068], [ 0.64759411], [ 0.26842005], [ 0.37025091], [-0.10065679], [ 0. ], [ 0.031 ]]
#_# pca: [[1. ], [1. ], [0.33333333], [0.66666667], [0.51467093], [0.50754981], [0.9998948 ], [0.66673408], [0. ], [0.002 ]]
#_# gcm: [[1.00000000e+00], [1.00000000e-02], [0.00000000e+00], [0.00000000e+00], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [ nan], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [ nan], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [ nan], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [0.00000000e+00], [6.00000000e-03], [1.00000000e+00], [1.00000000e-02], [0.00000000e+00], [0.00000000e+00], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [ nan], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [ nan], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [ nan], [1.00000000e-02], [1.00000000e-02], [1.00000000e-02], [0.00000000e+00], [5.00000000e-03], [5.00000000e+00], [5.00000000e-02], [9.50000000e-01], [1.00000000e+00], [1.53846154e-01], [2.00000000e-01], [2.30769231e-01], [2.30769231e-01], [4.21325044e-02], [0.00000000e+00], [0.00000000e+00], [0.00000000e+00], [0.00000000e+00], [0.00000000e+00], [0.00000000e+00], [0.00000000e+00], [2.00000000e-01], [1.00000000e-02], [6.40000000e-01], [2.88183969e-01], [1.00000000e+00], [1.00000000e+00], [5.00000000e-02], [0.00000000e+00], [1.02000000e-01]]
#_# ic: [[ 0.71881882], [ 2.00700701], [64.09244019], [ 1.82682683], [ 0.29116466], [ 0. ], [ 0.203 ]]
#_# dimmensions: 2
#_# upper: [-5, 3]
#_# lower: [-15, -3]
#_# minimum: [-10,0]
#_# cm_angle: array([[3.49881571e-01], [1.07838645e-01], [3.22906733e-01], [1.09086923e-01], [1.36740093e+02], [3.72333248e+01], [6.24743683e-02], [1.45683932e-02], [0.00000000e+00], [7.70000000e-02]])
#_# cm_conv: array([[0.08928571], [0.04166667], [0.51785714], [0.48214286], [0. ], [0.038 ]])
#_# cm_grad: array([[0.80986036], [0.11715403], [0. ], [0.05 ]])
#_# ela_conv: array([[0.00000000e+00], [0.00000000e+00], [2.74360332e+00], [2.74360332e+00], [1.00000000e+03], [1.39000000e-01]])
#_# ela_curv: array([[1.00520667e+02], [1.01157352e+02], [1.02102548e+02], [1.01875092e+02], [1.03042277e+02], [1.04371521e+02], [1.09894163e+00], [0.00000000e+00], [3.34559633e+00], [4.02357156e+00], [5.48926800e+00], [5.13982675e+00], [6.55405463e+00], [9.78678891e+00], [1.70558030e+00], [0.00000000e+00], [3.29353234e+00], [1.48351404e+04], [2.19236653e+31], [4.03941866e+04], [3.14916313e+07], [4.17710288e+33], [2.95558281e+32], [0.00000000e+00], [8.40000000e+03], [1.06400000e+00]])
#_# ela_distr: array([[ 0.01739786], [-1.01700978], [ 1. ], [ 0. ], [ 0.02 ]])
#_# ela_local: array([[1.000e+00], [1.000e-02], [1.000e+00], [ nan], [1.000e+00], [0.000e+00], [1.000e+00], [1.000e+01], [1.000e+01], [1.000e+01], [1.000e+01], [1.000e+01], [1.000e+01], [0.000e+00], [1.001e+03], [9.300e-02]])
#_# ela_meta: array([[9.98338849e-01], [1.91750766e+02], [1.99998995e+01], [1.00059864e+02], [5.00301834e+00], [9.98335620e-01], [1.00000000e+00], [3.55077954e+14], [1.00000000e+00], [0.00000000e+00], [9.00000000e-03]])
#_# basic: array([[ 2. ], [ 500. ], [ -15. ], [ -3. ], [ -5. ], [ 3. ], [-388.17734244], [ 369.94308917], [ 10. ], [ 10. ], [ 100. ], [ 100. ], [ 1. ], [ 0. ], [ 0. ]])
#_# disp: array([[ 0.26139886], [ 0.36358526], [ 0.5516879 ], [ 0.80572442], [ 0.25023966], [ 0.32900436], [ 0.49402763], [ 0.72135232], [-3.13648576], [-2.70254902], [-1.90376706], [-0.82499549], [-3.02850003], [-2.7103465 ], [-2.04376951], [-1.125539 ], [ 0. ], [ 0.01 ]])
#_# limo: array([[ 1.02002699e+02], [ 9.98507972e-01], [ 1.02155253e+02], [ 1.13240181e+00], [-3.88783841e-02], [-9.92102532e-01], [ 5.48006296e+00], [ 1.74733189e+00], [ 3.39374032e+01], [ 5.00221530e+00], [ 2.94406289e+00], [ 3.22874553e-02], [ 0.00000000e+00], [ 9.50000000e-02]])
#_# nbc: array([[ 0.5341454 ], [ 0.87561488], [ 0.47062778], [ 0.15902654], [-0.19513986], [ 0. ], [ 0.027 ]])
#_# pca: array([[1. ], [1. ], [0.33333333], [0.66666667], [0.73549361], [0.51109865], [0.99976032], [0.66217335], [0. ], [0.002 ]])
#_# gcm: array([[1. ], [0.01 ], [0.99 ], [0. ], [1. ], [1. ], [1. ], [1. ], [ nan], [1. ], [1. ], [1. ], [1. ], [ nan], [1. ], [1. ], [1. ], [1. ], [1. ], [ nan], [1. ], [1. ], [0.01 ], [0. ], [0.085], [1. ], [0.01 ], [0.99 ], [0. ], [1. ], [1. ], [1. ], [1. ], [ nan], [1. ], [1. ], [1. ], [1. ], [ nan], [1. ], [1. ], [1. ], [1. ], [1. ], [ nan], [1. ], [1. ], [0.01 ], [0. ], [0.084], [1. ], [0.01 ], [0.99 ], [0. ], [1. ], [1. ], [1. ], [1. ], [ nan], [1. ], [1. ], [1. ], [1. ], [ nan], [1. ], [1. ], [1. ], [1. ], [1. ], [ nan], [1. ], [1. ], [0.01 ], [0. ], [0.088]])
#_# ic: array([[ 0.67118887], [ 2.02702703], [70.28244264], [ 1.90690691], [ 0.23293173], [ 0. ], [ 0.204 ]])
#_# Represented: 1
'''
return 100*(args[1]-0.01*args[0]**2+1)+0.01*(args[0]+10)**2
return 0