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plot_results.py
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plot_results.py
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import matplotlib.pyplot as plt
import csv
generation = []
avg = []
max = []
min = []
with open('data.csv', 'r') as csvfile:
lines = csv.reader(csvfile, delimiter=',')
for row in lines:
generation.append(row[0])
avg.append(float(row[1]))
max.append(float(row[2]))
min.append(float(row[3]))
plt.plot(generation, max, color='b', linestyle='dashed',
marker='o', label="Max")
plt.plot(generation, avg, color='g', linestyle='dashed',
marker='o', label="Average")
plt.plot(generation, min, color='r', linestyle='dashed',
marker='o', label="Min")
plt.xticks(rotation=25)
plt.xlabel('Generations')
plt.ylabel('Fitness')
plt.legend()
plt.grid()
plt.show()