plot-subfigures.py

import matplotlib.pyplot as plt
from matplotlib.ticker import NullFormatter  # useful for `logit` scale

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       {'lat': -21.22758158898211, 'lng': -44.96701973056145, 'height': 56.0, 'power': 78.0, 'of': 699.052},
       {'lat': -21.22758158898211, 'lng': -44.96701973056145, 'height': 64.4, 'power': 42.0, 'of': 105.22000000000008},
       {'lat': -21.22758158898211, 'lng': -44.96701973056145, 'height': 72.8, 'power': 42.0, 'of': 124.0},
       {'lat': -21.228004857501524, 'lng': -44.96663171818059, 'height': 64.4, 'power': 78.0, 'of': 699.688}]

mp = 'HATA Path Loss'  # 'Two-rays ground reflection'  # 'COST231-Hata'  # 'HATA Path Loss'
success_i = 99  # 24  # 56  # 35

plot_height = [item['height'] for item in FOs]
plot_power = [item['power'] for item in FOs]
plot_fo = [item['of'] for item in FOs]

fig, (axs_height, axs_power, axs_fo) = plt.subplots(3, figsize=(10, 6))

fig.suptitle('Altura e potência por solução candidata (' + mp + ') \n Considerando área específica')

# Gráfico de altura
axs_height.plot(plot_height, 'tab:blue')
axs_height.plot([39.2] * len(FOs), 'tab:blue', linestyle='dashed')
axs_height.plot([47.6] * len(FOs), 'tab:blue', linestyle='dashed')
axs_height.plot([56] * len(FOs), 'tab:blue', linestyle='dashed')
axs_height.plot([64.4] * len(FOs), 'tab:blue', linestyle='dashed')
axs_height.plot([72.8] * len(FOs), 'tab:blue', linestyle='dashed')
axs_height.text(len(plot_height) - 0.5, 39.2, '39.2')
axs_height.text(len(plot_height) - 0.5, 47.6, '47.6')
axs_height.text(len(plot_height) - 0.5, 56, '56')
axs_height.text(len(plot_height) - 0.5, 64.4, '64.4')
axs_height.text(len(plot_height) - 0.5, 72.8, '72.8')
axs_height.set(ylabel='Altura')
if success_i is not None:
    axs_height.axvline(x=success_i, c='r')

# Gráfico de potencia
axs_power.plot(plot_power, 'tab:green')
axs_power.plot([42] * len(FOs), 'tab:green', linestyle='dashed')
axs_power.plot([51] * len(FOs), 'tab:green', linestyle='dashed')
axs_power.plot([60] * len(FOs), 'tab:green', linestyle='dashed')
axs_power.plot([69] * len(FOs), 'tab:green', linestyle='dashed')
axs_power.plot([78] * len(FOs), 'tab:green', linestyle='dashed')
axs_power.text(len(plot_power) - 0.5, 42, '42')
axs_power.text(len(plot_power) - 0.5, 51, '51')
axs_power.text(len(plot_power) - 0.5, 60, '60')
axs_power.text(len(plot_power) - 0.5, 69, '69')
axs_power.text(len(plot_power) - 0.5, 78, '78')
axs_power.set(ylabel='Potência')
if success_i is not None:
    axs_power.axvline(x=success_i, c='r')

# Grafico de potencia
axs_fo.plot(plot_fo, 'tab:blue')
axs_fo.set(ylabel='Função Objetivo')
if success_i is not None:
    axs_fo.axvline(x=success_i, c='r')

plt.yscale('linear')
plt.xlabel('Solução candidata')
plt.gca().yaxis.set_minor_formatter(NullFormatter())
plt.show()