2016-10-18 21:45:07 +04:00
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import numpy as np
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2016-11-08 20:08:06 +04:00
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import math
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2016-10-18 21:45:07 +04:00
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from pyFTS import *
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#print(common.__dict__)
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def GridPartitionerTrimf(data,npart,names = None,prefix = "A"):
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sets = []
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dmax = max(data)
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2016-11-01 23:39:13 +04:00
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dmax = dmax + dmax*0.10
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2016-10-18 21:45:07 +04:00
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dmin = min(data)
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2016-11-01 23:39:13 +04:00
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dmin = dmin - dmin*0.10
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2016-10-18 21:45:07 +04:00
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dlen = dmax - dmin
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2016-11-08 20:08:06 +04:00
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partlen = math.ceil(dlen / npart)
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partition = math.ceil(dmin)
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2016-10-18 21:45:07 +04:00
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for c in range(npart):
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2016-11-08 20:08:06 +04:00
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sets.append(common.FuzzySet(prefix+str(c),common.trimf,[round(partition-partlen,3), partition, partition+partlen], partition ) )
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2016-10-18 21:45:07 +04:00
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partition = partition + partlen
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return sets
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