用python写出相关代码
时间: 2024-12-15 17:22:48 浏览: 5
为了完成这个实验任务,你可以使用Python编写一个程序来生成OBDD并将其转换为DOT格式。以下是一个简单的实现示例:
### 1. 安装依赖
首先,你需要安装`pydot`库来生成DOT文件。你可以使用以下命令安装它:
```sh
pip install pydot
```
### 2. 编写代码
下面是一个完整的Python程序,它可以读取布尔表达式,生成OBDD,并输出DOT格式的字符串。
```python
import re
from collections import defaultdict
class Node:
def __init__(self, var, low=None, high=None):
self.var = var
self.low = low
self.high = low if low is None else high
def build_bdd(expr, vars_order):
# Simplify the expression using De Morgan's laws and double negation
expr = simplify_expr(expr)
# Create a cache to store already computed nodes
cache = {}
def bdd_rec(expr, level=0):
if expr in ['0', '1']:
return Node(None, None, None) if expr == '0' else Node(None, None, None)
if (expr, level) in cache:
return cache[(expr, level)]
var = vars_order[level]
then_part = re.sub(r'\b' + var + r'\b', '1', expr)
else_part = re.sub(r'\b' + var + r'\b', '0', expr)
then_node = bdd_rec(then_part, level + 1)
else_node = bdd_rec(else_part, level + 1)
node = Node(var, else_node, then_node)
cache[(expr, level)] = node
return node
root = bdd_rec(expr)
return root
def simplify_expr(expr):
while True:
new_expr = expr.replace('not not ', '')
new_expr = new_expr.replace('and not', 'or')
new_expr = new_expr.replace('or not', 'and')
if new_expr == expr:
break
expr = new_expr
return expr
def generate_dot(node):
dot = "digraph OBDD {\n"
dot += "node [shape=circle];\n"
dot += "edge [label=\"0\" color=red];\n"
dot += "edge [label=\"1\" color=blue];\n"
visited = set()
stack = [(node, "root")]
while stack:
n, name = stack.pop()
if id(n) in visited:
continue
visited.add(id(n))
if n.var is None:
label = "1" if n.high is None else "0"
dot += f"{name} [label={label}, shape=square];\n"
else:
dot += f"{name} [label={n.var}];\n"
if n.low is not None:
low_name = f"{id(n.low)}"
dot += f"{name} -> {low_name} [style=dashed];\n"
stack.append((n.low, low_name))
if n.high is not None:
high_name = f"{id(n.high)}"
dot += f"{name} -> {high_name};\n"
stack.append((n.high, high_name))
dot += "}\n"
return dot
if __name__ == "__main__":
expr = input("Enter a Boolean expression: ")
vars_order = list(input("Enter the order of variables: "))
bdd_root = build_bdd(expr, vars_order)
dot_code = generate_dot(bdd_root)
with open("output.dot", "w") as f:
f.write(dot_code)
print("OBDD DOT code has been written to output.dot")
```
### 3. 运行程序
1. 将上述代码保存为 `obdd_generator.py`。
2. 在终端或命令行中运行以下命令:
```sh
python obdd_generator.py
```
3. 按照提示输入布尔表达式和变量顺序。
### 4. 可视化OBDD
1. 使用Graphviz在线工具(如 [Graphviz Online](https://dreampuf.github.io/GraphvizOnline/))或本地安装的Graphviz工具。
2. 将生成的 `output.dot` 文件内容粘贴到Graphviz工具中,即可生成OBDD的图形表示。
希望这个示例对你有所帮助!如果你有任何问题,请随时提问。
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