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Remi Ehounou
2021-09-11 02:00:31 -04:00
parent 3ce33b3a50
commit 09d53ca9ed
1 changed files with 3 additions and 2 deletions
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MDAF/MDAF.py
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@ -10,6 +10,7 @@ from numpy import array, isnan, NaN, asarray, linspace, append, meshgrid, ndarra
import statistics import statistics
from functools import partial from functools import partial
import shutil import shutil
from math import inf
# Surrogate modelling and plotting # Surrogate modelling and plotting
import matplotlib.pyplot as plt import matplotlib.pyplot as plt
@ -364,9 +365,9 @@ def model(features, doe_data):
if __name__== "__main__": if __name__== "__main__":
testfuns = ['@Ackley2.py', '@Alpine.py', '@Brown.py', '@Bukin2.py', '@Bukin4.py', '@Bukin6.py', '@Easom.py', '@Keane.py', '@Leon.py', '@Matyas.py', '@McCormick.py', '@Miele_Cantrell.py', '@Periodic.py', '@PowellSingular2.py', '@Price1.py', '@Price2.py', '@Quartic.py', '@Rastriring.py', '@Scahffer.py', '@Schwefel.py', '@Sphere.py', '@Step.py', '@Step2.py', '@Styblinski-Tang.py', '@SumSquare.py', '@Wayburn.py', '@Zettle.py', '@Zirilli.py'] testfuns = ['@Ackley2.py', '@Alpine.py', '@Brown.py', '@Bukin2.py', '@Bukin4.py', '@Bukin6.py', '@Keane.py', '@Leon.py', '@Matyas.py', '@McCormick.py', '@Miele_Cantrell.py', '@Periodic.py', '@PowellSingular2.py', '@Price1.py', '@Price2.py', '@Quartic.py', '@Rastriring.py', '@Scahffer.py', '@Schwefel.py', '@Sphere.py', '@Step.py', '@Step2.py', '@Styblinski-Tang.py', '@SumSquare.py', '@Wayburn.py', '@Zettle.py', '@Zirilli.py']
#visualize2D('@Easom.py', -10,10) #visualize2D('@Easom.py', -10,10)
#feats = array([representfunc(testfun)['ela_meta'] for testfun in testfuns[7:10]]) #feats = array([representfunc(testfun, True)['ela_meta'] for testfun in testfuns])
#plotfuncs(['@Bukin2.py','@Bukin6.py'], 'ela_meta') #plotfuncs(['@Bukin2.py','@Bukin6.py'], 'ela_meta')
#perf = doe('@SimmulatedAnnealing.py', testfuns[3:4],{"t": 1000, "p": 0.95, "objs": 0},measurementSampleSize=30) #perf = doe('@SimmulatedAnnealing.py', testfuns[3:4],{"t": 1000, "p": 0.95, "objs": 0},measurementSampleSize=30)