写一个智能体围捕目标的python程序,包含仿真结果
时间: 2023-04-07 20:04:55 浏览: 85
好的,我可以回答这个问题。以下是一个简单的智能体围捕目标的Python程序:
```python
import random
class Agent:
def __init__(self, x, y):
self.x = x
self.y = y
def move(self):
self.x += random.randint(-1, 1)
self.y += random.randint(-1, 1)
class Target:
def __init__(self, x, y):
self.x = x
self.y = y
def move(self):
self.x += random.randint(-1, 1)
self.y += random.randint(-1, 1)
def distance(agent, target):
return ((agent.x - target.x) ** 2 + (agent.y - target.y) ** 2) ** 0.5
def simulate(num_agents, num_steps):
agents = [Agent(random.randint(0, 10), random.randint(0, 10)) for _ in range(num_agents)]
target = Target(random.randint(0, 10), random.randint(0, 10))
for step in range(num_steps):
for agent in agents:
if distance(agent, target) < 2:
print("Target captured!")
return
agent.move()
target.move()
print("Target escaped!")
simulate(3, 10)
```
这个程序创建了一个智能体和一个目标,智能体会随机移动,而目标也会随机移动。如果智能体距离目标小于2,就认为目标被围捕了。程序模拟了10步,如果目标被围捕了,就输出"Target captured!",否则输出"Target escaped!"。你可以根据需要修改程序中的参数。
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