# Combines 2 pareto fromtier obtained from the separability test into a new one. from get_pareto import Point, ParetoSet from sympy.parsing.sympy_parser import parse_expr import numpy as np import matplotlib.pyplot as plt import os from os import path from sympy import Symbol, lambdify, N from get_pareto import Point, ParetoSet def add_sym_on_pareto(pathdir,filename,PA1,idx1,idx2,PA,sym_typ): possible_vars = ["x%s" %i for i in np.arange(0,30,1)] PA1 = np.array(PA1.get_pareto_points()).astype('str') for i in range(len(PA1)): exp1 = PA1[i][2] for j in range(len(possible_vars)-2,idx2-1,-1): exp1 = exp1.replace(possible_vars[j],possible_vars[j+1]) exp1 = exp1.replace(possible_vars[idx1],"(" + possible_vars[idx1] + sym_typ + possible_vars[idx2] + ")") PA.add(Point(x=float(PA1[i][0]),y=float(PA1[i][1]),data=str(exp1))) return PA