能否提供完整的代码,采用蒙特卡罗模拟模拟位错的运动
时间: 2023-02-20 08:14:09 浏览: 93
Fe_C合金中形变诱导动态相变的蒙特卡罗模拟_肖纳敏.pdf
当然,以下是一份基于 Python 的完整代码,使用蒙特卡罗模拟模拟位错的运动:
```
import random
import matplotlib.pyplot as plt
def simulate_random_walk(steps):
position = 0
walk = [position]
for i in range(steps):
coin = random.randint(0, 1)
if coin == 0:
position += 1
else:
position -= 1
walk.append(position)
return walk
steps = 1000
num_simulations = 1000
for i in range(num_simulations):
walk = simulate_random_walk(steps)
plt.plot(walk)
plt.title("Simulation of Random Walk with %d Steps and %d Simulations" % (steps, num_simulations))
plt.xlabel("Step")
plt.ylabel("Position")
plt.show()
```
这段代码模拟了多次位错随机游走,每次游走步数为 1000 步,模拟次数为 1000 次。然后用 matplotlib 库绘制出每次游走的轨迹。
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