Module type2fuzzy.display.setplotter
Expand source code
import matplotlib.pyplot as plt
import numpy as np
import math
from type2fuzzy.display.generaltype2fuzzysetplot import GeneralType2FuzzySetPlot
from type2fuzzy.display.type1fuzzysetplot import Type1FuzzySetPlot
from type2fuzzy.display.intervaltype2fuzzysetplot import IntervalType2FuzzySetPlot
from type2fuzzy.display.zslicetype2fuzzysetplot import ZSliceType2FuzzySetPlot
class SetPlotter():
'''
Plotting of fuzzy sets
'''
def __init__(self):
'''
initialized a list that contains all set plots
'''
self._setplots = []
def add_generaltype2set(self, generaltype2set):
'''
Adds a general type-2 fuzzy set to the list of the sets to be plotted
Arguments:
----------
generaltype2set -- GeneralType2FuzzySet, the set to be plotted
'''
self._setplots.append(GeneralType2FuzzySetPlot(generaltype2set))
def add_invervaltype2set(self, intervaltype2set):
'''
Adds an interval type-2 fuzzy set to the list of the sets to be plotted
Arguments:
----------
intervaltype2set -- GeneralType2FuzzySet, the set to be plotted
'''
self._setplots.append(IntervalType2FuzzySetPlot(intervaltype2set))
def add_zslicetype2set(self, zslicetype2set):
'''
Adds a z-slice type-2 fuzzy set to the list of the sets to be plotted
Arguments:
----------
intervaltype2set -- GeneralType2FuzzySet, the set to be plotted
'''
self._setplots.append(ZSliceType2FuzzySetPlot(zslicetype2set))
def add_type1fuzzyset(self, type1fuzzyset):
self._setplots.append(Type1FuzzySetPlot(type1fuzzyset))
def plot(self, number_cols):
'''
Plots all the sets in the list
Arguments:
----------
number_cols -- the number of columns for this sheet
'''
number_rows = math.ceil(len(self._setplots)/number_cols)
_, ax = plt.subplots(number_rows, number_cols)
single_line = (number_rows == 1) or (number_cols == 1)
for idx, setplot in enumerate(self._setplots):
# calculate the row and column number
row = int(idx / number_cols)
col = idx % number_cols
if single_line:
setplot.plot(ax[row+col])
else:
setplot.plot(ax[row, col])
plt.show()Classes
class SetPlotter-
Plotting of fuzzy sets
initialized a list that contains all set plots
Expand source code
class SetPlotter(): ''' Plotting of fuzzy sets ''' def __init__(self): ''' initialized a list that contains all set plots ''' self._setplots = [] def add_generaltype2set(self, generaltype2set): ''' Adds a general type-2 fuzzy set to the list of the sets to be plotted Arguments: ---------- generaltype2set -- GeneralType2FuzzySet, the set to be plotted ''' self._setplots.append(GeneralType2FuzzySetPlot(generaltype2set)) def add_invervaltype2set(self, intervaltype2set): ''' Adds an interval type-2 fuzzy set to the list of the sets to be plotted Arguments: ---------- intervaltype2set -- GeneralType2FuzzySet, the set to be plotted ''' self._setplots.append(IntervalType2FuzzySetPlot(intervaltype2set)) def add_zslicetype2set(self, zslicetype2set): ''' Adds a z-slice type-2 fuzzy set to the list of the sets to be plotted Arguments: ---------- intervaltype2set -- GeneralType2FuzzySet, the set to be plotted ''' self._setplots.append(ZSliceType2FuzzySetPlot(zslicetype2set)) def add_type1fuzzyset(self, type1fuzzyset): self._setplots.append(Type1FuzzySetPlot(type1fuzzyset)) def plot(self, number_cols): ''' Plots all the sets in the list Arguments: ---------- number_cols -- the number of columns for this sheet ''' number_rows = math.ceil(len(self._setplots)/number_cols) _, ax = plt.subplots(number_rows, number_cols) single_line = (number_rows == 1) or (number_cols == 1) for idx, setplot in enumerate(self._setplots): # calculate the row and column number row = int(idx / number_cols) col = idx % number_cols if single_line: setplot.plot(ax[row+col]) else: setplot.plot(ax[row, col]) plt.show()Methods
def add_generaltype2set(self, generaltype2set)-
Adds a general type-2 fuzzy set to the list of the sets to be plotted
Arguments:
generaltype2set – GeneralType2FuzzySet, the set to be plotted
Expand source code
def add_generaltype2set(self, generaltype2set): ''' Adds a general type-2 fuzzy set to the list of the sets to be plotted Arguments: ---------- generaltype2set -- GeneralType2FuzzySet, the set to be plotted ''' self._setplots.append(GeneralType2FuzzySetPlot(generaltype2set)) def add_invervaltype2set(self, intervaltype2set)-
Adds an interval type-2 fuzzy set to the list of the sets to be plotted
Arguments:
intervaltype2set – GeneralType2FuzzySet, the set to be plotted
Expand source code
def add_invervaltype2set(self, intervaltype2set): ''' Adds an interval type-2 fuzzy set to the list of the sets to be plotted Arguments: ---------- intervaltype2set -- GeneralType2FuzzySet, the set to be plotted ''' self._setplots.append(IntervalType2FuzzySetPlot(intervaltype2set)) def add_type1fuzzyset(self, type1fuzzyset)-
Expand source code
def add_type1fuzzyset(self, type1fuzzyset): self._setplots.append(Type1FuzzySetPlot(type1fuzzyset)) def add_zslicetype2set(self, zslicetype2set)-
Adds a z-slice type-2 fuzzy set to the list of the sets to be plotted
Arguments:
intervaltype2set – GeneralType2FuzzySet, the set to be plotted
Expand source code
def add_zslicetype2set(self, zslicetype2set): ''' Adds a z-slice type-2 fuzzy set to the list of the sets to be plotted Arguments: ---------- intervaltype2set -- GeneralType2FuzzySet, the set to be plotted ''' self._setplots.append(ZSliceType2FuzzySetPlot(zslicetype2set)) def plot(self, number_cols)-
Plots all the sets in the list
Arguments:
number_cols – the number of columns for this sheet
Expand source code
def plot(self, number_cols): ''' Plots all the sets in the list Arguments: ---------- number_cols -- the number of columns for this sheet ''' number_rows = math.ceil(len(self._setplots)/number_cols) _, ax = plt.subplots(number_rows, number_cols) single_line = (number_rows == 1) or (number_cols == 1) for idx, setplot in enumerate(self._setplots): # calculate the row and column number row = int(idx / number_cols) col = idx % number_cols if single_line: setplot.plot(ax[row+col]) else: setplot.plot(ax[row, col]) plt.show()