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objects (one per objective) were created via createFeatureObject, resulting in a total of 24 single-objective problems. Afterwards all 15 feature sets contained in FLACCO, with the exception of the general cell mapping and barrier tree features, are computed per scenario. Those features were excluded as preliminary studies did not reveal a substantial information gain in case of consideration. Note that not all discretized features have been discarded in general- the regular cell mapping features are part of the 15 considered feature sets. +- https://ieeexplore.ieee.org/document/7748359 [fLACCO PAPER: The R-Package FLACCO for exploratory landscape analysis with applications to multi-objective optimization problems] diff --git a/SourceCode/AlgorithmAnalyser.py b/SourceCode/AlgorithmAnalyser.py index f6b1844..76b69bf 100644 --- a/SourceCode/AlgorithmAnalyser.py +++ b/SourceCode/AlgorithmAnalyser.py @@ -111,7 +111,7 @@ def writerepresentation(funcpath, charas): # create a string format of the representation variables representation = '' for line in list(charas): - representation += '\n\t#_# ' + line + ': ' + str(charas[line]) + representation += '\n\t#_# ' + line + ': ' + str(charas[line]).replace('\n', ',') representation+='\n' # Creating the new docstring to be inserted into the file @@ -159,18 +159,23 @@ def representfunc(funcpath): ### lower =-10 upper = 10 - X = flacco.createInitialSample(n_obs = 500, dim = 2, control = rlist(init_sample_type = 'lhs', init_sample_lower = lower, init_sample_upper = upper)) + X = flacco.createInitialSample(n_obs = 500, dim = n, control = rlist(init_sample_type = 'lhs', init_sample_lower = lower, init_sample_upper = upper)) y = rapply(X, 1, rtestfunc) testfuncobj = flacco.createFeatureObject(X = X, y = y, fun = rtestfunc, lower = lower, upper = upper, blocks = 10) - rawfeats = flacco.calculateFeatureSet(testfuncobj, set='ela_meta') - - pyfeat = asarray(rawfeats) + # these are the retained features. Note that some features are being excluded for being problematic and to avoid overcomplicating the neural network + # the excluded feature sets are: 'bt', 'ela_level' + # feature sets that require special attention: 'cm_angle', 'cm_grad', 'limo', 'gcm' (soo big with some nans), + featureset = ['cm_angle','cm_conv','cm_grad','ela_conv','ela_curv','ela_distr','ela_local','ela_meta','basic','disp','limo','nbc','pca','gcm','ic'] + pyfeats = dict() + for feature in featureset: + rawfeats = flacco.calculateFeatureSet(testfuncobj, set=feature) + pyfeats[feature] = asarray(rawfeats) - writerepresentation(funcpath, results) + writerepresentation(funcpath, pyfeats) return results diff --git a/SourceCode/TestFunctions/Bukin2.py b/SourceCode/TestFunctions/Bukin2.py index d827d64..2966192 100644 --- a/SourceCode/TestFunctions/Bukin2.py +++ b/SourceCode/TestFunctions/Bukin2.py @@ -7,25 +7,21 @@ def main(args): #_# dimmensions: 2 - #_# dimmensions: 2.0 - - #_# dimmensions: 2.0 - - #_# dimmensions: 2.0 - - #_# dimmensions: 2.0 - - #_# dimmensions: 2.0 - - #_# dimmensions: 2.0 - - #_# dimmensions: 2.0 - - #_# dimmensions: 2.0 - - #_# dimmensions: 2.0 - - #_# dimmensions: 2.0 + #_# 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 ]] ''' return 100*(args[1]-0.01*args[0]**2+1)+0.01*(args[0]+10)**2