(Z3Py) 检查方程的所有解 [英] (Z3Py) checking all solutions for equation
问题描述
在 Z3Py 中,如何检查给定约束的方程是否只有一个解?
In Z3Py, how can I check if equation for given constraints have only one solution?
如果有多个解决方案,我该如何枚举它们?
If more than one solution, how can I enumerate them?
推荐答案
您可以通过添加阻止 Z3 返回的模型的新约束来实现.例如,假设在 Z3 返回的模型中,我们有 x = 0
和 y = 1
.然后,我们可以通过添加约束 Or(x != 0, y != 1)
来阻止这个模型.以下脚本可以解决问题.您可以在线试用:http://rise4fun.com/Z3Py/4blB
You can do that by adding a new constraint that blocks the model returned by Z3.
For example, suppose that in the model returned by Z3 we have that x = 0
and y = 1
. Then, we can block this model by adding the constraint Or(x != 0, y != 1)
.
The following script does the trick.
You can try it online at: http://rise4fun.com/Z3Py/4blB
请注意,以下脚本有一些限制.输入公式不能包含未解释的函数、数组或未解释的排序.
Note that the following script has a couple of limitations. The input formula cannot include uninterpreted functions, arrays or uninterpreted sorts.
from z3 import *
# Return the first "M" models of formula list of formulas F
def get_models(F, M):
result = []
s = Solver()
s.add(F)
while len(result) < M and s.check() == sat:
m = s.model()
result.append(m)
# Create a new constraint the blocks the current model
block = []
for d in m:
# d is a declaration
if d.arity() > 0:
raise Z3Exception("uninterpreted functions are not supported")
# create a constant from declaration
c = d()
if is_array(c) or c.sort().kind() == Z3_UNINTERPRETED_SORT:
raise Z3Exception("arrays and uninterpreted sorts are not supported")
block.append(c != m[d])
s.add(Or(block))
return result
# Return True if F has exactly one model.
def exactly_one_model(F):
return len(get_models(F, 2)) == 1
x, y = Ints('x y')
s = Solver()
F = [x >= 0, x <= 1, y >= 0, y <= 2, y == 2*x]
print get_models(F, 10)
print exactly_one_model(F)
print exactly_one_model([x >= 0, x <= 1, y >= 0, y <= 2, 2*y == x])
# Demonstrate unsupported features
try:
a = Array('a', IntSort(), IntSort())
b = Array('b', IntSort(), IntSort())
print get_models(a==b, 10)
except Z3Exception as ex:
print "Error: ", ex
try:
f = Function('f', IntSort(), IntSort())
print get_models(f(x) == x, 10)
except Z3Exception as ex:
print "Error: ", ex
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