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- import os
- import matplotlib.pyplot as plt
- results = {}
- def errorfill(x, y, yerr, color=None, alpha_fill=0.3, ax=None):
- ax = ax if ax is not None else plt.gca()
- if color is None:
- color = ax._get_lines.color_cycle.next()
- ymin, ymax = yerr
- ax.plot(x, y, color=color)
- ax.fill_between(x, ymax, ymin, color=color, alpha=alpha_fill)
- def gen_generate(dim, l, mu = 5, la = 5, c = 0.5, iter=1000):
- axis = []
- resu = []
- resu_bars_mini = []
- resu_bars_maxi = []
- NB_IT = 8
- for i in range(80, 200, 25):
- results[i] = []
- axis.append(i)
- mini =10
- maxi = 0
- for j in range(NB_IT):
- os.system('./main '+str(l)+" "+str(i)+ " " + str(dim) + " "+str(iter)+ " "+ str(mu)+ " "+ str(la)+ " " + str(c) + " > res_genetic_i2"+str(dim))
- r = open("res_genetic_i2"+str(dim), "r")
- res = float(r.readline())
- mini = min(res, mini)
- maxi = max(res, maxi)
- results[i].append(res)
- resu.append(sum(results[i])/NB_IT)
- resu_bars_mini.append(mini)
- resu_bars_maxi.append(maxi)
- resu_bars = [resu_bars_mini, resu_bars_maxi]
- print results
- print axis
- print resu
- print resu_bars
- errorfill(axis, resu, resu_bars)
- dim = 2
- gen_generate(dim, 3, 5, 5, 0.5, 200)
- gen_generate(dim, 3, 5, 5, 0.5, 600)
- gen_generate(dim, 3, 5, 5, 0.5,1000)
- gen_generate(dim, 3, 5, 5, 0.5, 1200)
- gen_generate(dim, 3, 5, 5, 0.5, 1400)
- errorfill(axis, resu, resu_bars)
- plt.show()
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