from RotTable import RotTable from Traj3D import Traj3D import numpy as np from math import sqrt from random import random P1 = 0.015 class Individu(): def __init__(self, table): self.table = table self.score = None def evaluate(self, brin): traj = Traj3D() traj.compute(brin, self.table) traj_array = np.array(traj.getTraj()) print(traj_array) first_nucleotide = traj_array[0, 0:3] last_nucleotide = traj_array[-1, 0:3] print(first_nucleotide) print(last_nucleotide) distance = sqrt(sum((first_nucleotide - last_nucleotide) ** 2)) diff_ideal_distance = abs(3.38 - distance) first_name = brin[0] last_name = brin[-1] #rot_computed = self.table.rot_table[last_name+first_name] #rot_traj = first_nucleotide - last_nucleotide # print(rot_traj) # print(rot_computed) #diff_angle = sum(abs(rot_computed - rot_traj)) self.score = 1/distance def mutation(self, proba = P1): table_rotations = self.table.rot_table for doublet in table_rotations : for coord in range(3): tir = random() if tir < proba : table_rotations[doublet][coord] =np.random.uniform(low = self.table.orta()[doublet][coord] - self.table.orta()[doublet][coord + 3], high = self.table.orta()[doublet][coord] + self.table.orta()[doublet][coord + 3]) doublet2 = self.table.corr()[doublet] if coord == 0 or coord == 1 : table_rotations[doublet2][coord] = table_rotations[doublet][coord] else : #sur l'axe z il y a un moins table_rotations[doublet2][coord] = - table_rotations[doublet][coord] # individu1 = Individu(RotTable()) # print(individu1.table.rot_table) # individu1.mutation() # table = RotTable() # test = Individu(table) # test.evaluate("AAAGGATCTTCTTGAGATCCTTTTTTTCTGCGCGTAATCTGCTGCCAGTAAACGAAAAAACCGCCTGGGGAGGCGGTTTAGTCGAA") # print(test.score) qqun=Individu(RotTable()) qqun.table.rot_table={'AA': [35.576558502141, 7.433901511509349, -154], 'AC': [33.22048222654215, 5.25191751302917, 143], 'AG': [26.446029097301288, 6.052240462237622, -2], 'AT': [30.47045254036881, 1.333716025628036, 0], 'CA': [34.00734209585039, 33.70710613604862, -64], 'CC': [33.61019622767888, 3.713127032109607, -57], 'CG': [29.664061041382677, 6.725155507162601, 0], 'CT': [26.446029097301288, 6.052240462237622, 2], 'GA': [36.655773481637176, 10.45337581740701, 120], 'GC': [42.26984493493484, 3.5310453395352823, 180], 'GG': [33.61019622767888, 3.713127032109607, -57], 'GT': [33.22048222654215, 5.25191751302917, 143], 'TA': [36.951508786388914, -2.5174751178033303, 0], 'TC': [36.655773481637176, 10.45337581740701, -120], 'TG': [34.00734209585039, 33.70710613604862, -64], 'TT': [35.576558502141, 7.433901511509349, -154]} qqun.evaluate("AAAGGATCTTCTTGAGATCCTTTTTTTCTGCGCGTAATCTGCTGCCAGTAAACGAAAAAACCGCCTGGGGAGGCGGTTTAGTCGAA") print(qqun.score)