36 lines
726 B
Python
36 lines
726 B
Python
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class FTS:
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def __init__(self,order,name):
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self.sets = {}
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self.flrgs = {}
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self.order = order
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self.name = name
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def fuzzy(self,data):
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best = {"fuzzyset":"", "membership":0.0}
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for f in self.sets:
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fset = self.sets[f]
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if best["membership"] <= fset.membership(data):
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best["fuzzyset"] = fset.name
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best["membership"] = fset.membership(data)
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return best
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def defuzzy(self,data):
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pass
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def learn(self, data, sets):
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pass
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def predict(self,data):
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return self.defuzzy(data)
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def predictDiff(self,data,t):
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return data[t] + self.defuzzy(data[t-1]-data[t])
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def __str__(self):
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tmp = self.name + ":\n"
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for r in self.flrgs.keys():
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tmp = tmp + str(self.flrgs[r]) + "\n"
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return tmp
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