Created
March 24, 2012 17:20
-
-
Save gvx/2185287 to your computer and use it in GitHub Desktop.
Propositional logic library for Python 3, that can valuate an expression and check whether it is a tautology
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
""" | |
formula.py - propositional formulas for Python | |
by Robin Wellner | |
Hereby, I waive all rights to this library, as described at <http://creativecommons.org/publicdomain/zero/1.0/> | |
Examples: | |
foo = Atom('foo') | |
bar = Atom('bar') | |
disjuction = foo | bar | |
conjunction = foo & bar | |
implication = foo >> bar | |
if_and_only_if = foo << bar | |
inverse = ~foo | |
simple_tautology = foo | ~foo | |
simple_negative_tautology = foo & ~foo | |
#Valuation: | |
#Formula.v(true_set) | |
print(simple_tautology.v({foo}) # prints True | |
print(negative_tautology.v({foo}) # prints True | |
print(inverse.v({bar}) # prints True | |
#Tautology checking: | |
#Formula.t() | |
#returns a set of atoms which cause Formula.v to return False (a counterexample) | |
#or None if the formula is a tautology | |
print(simple_tautology.t()) # prints None | |
print(implication.t()) # prints {foo} | |
""" | |
class Formula: | |
def __invert__(self): | |
return Not(self) | |
def __and__(self, other): | |
return And(self, other) | |
def __or__(self, other): | |
return Or(self, other) | |
def __rshift__(self, other): | |
return Implies(self, other) | |
def __lshift__(self, other): | |
return Iff(self, other) | |
def __eq__(self, other): | |
return self.__class__ == other.__class__ and self.eq(other) | |
def v(self, v): | |
raise NotImplementedError("Plain formula can not be valuated") | |
def _t(self, left, right): | |
while True: | |
found = True | |
for item in left: | |
if item in right: | |
return None | |
if not isinstance(item, Atom): | |
left.remove(item) | |
tup = item._tleft(left, right) | |
left, right = tup[0] | |
if len(tup) > 1: | |
v = self._t(*tup[1]) | |
if v is not None: | |
return v | |
found = False | |
break | |
for item in right: | |
if item in left: | |
return None | |
if not isinstance(item, Atom): | |
right.remove(item) | |
tup = item._tright(left, right) | |
left, right = tup[0] | |
if len(tup) > 1: | |
v = self._t(*tup[1]) | |
if v is not None: | |
return v | |
found = False | |
break | |
if found: | |
return set(left) | |
def t(self): | |
return self._t([], [self]) | |
class BinOp(Formula): | |
def __init__(self, lchild, rchild): | |
self.lchild = lchild | |
self.rchild = rchild | |
def __str__(self): | |
return '(' + str(self.lchild) + ' ' + self.op+ ' ' + str(self.rchild) + ')' | |
def eq(self, other): | |
return self.lchild == other.lchild and self.rchild == other.rchild | |
class And(BinOp): | |
op = '∧' | |
def v(self, v): | |
return self.lchild.v(v) and self.rchild.v(v) | |
def _tleft(self, left, right): | |
return (left + [self.lchild, self.rchild], right), | |
def _tright(self, left, right): | |
return (left, right + [self.lchild]), (left, right + [self.rchild]) | |
class Or(BinOp): | |
op = '∨' | |
def v(self, v): | |
return self.lchild.v(v) or self.rchild.v(v) | |
def _tleft(self, left, right): | |
return (left + [self.lchild], right), (left + [self.rchild], right) | |
def _tright(self, left, right): | |
return (left, right + [self.lchild, self.rchild]), | |
class Implies(BinOp): | |
op = '→' | |
def v(self, v): | |
return not self.lchild.v(v) or self.rchild.v(v) | |
def _tleft(self, left, right): | |
return (left + [self.rchild], right), (left, right + [self.lchild]) | |
def _tright(self, left, right): | |
return (left + [self.lchild], right + [self.rchild]), | |
class Iff(BinOp): | |
op = '↔' | |
def v(self, v): | |
return self.lchild.v(v) is self.rchild.v(v) | |
def _tleft(self, left, right): | |
return (left + [self.lchild, self.rchild], right), (left, right + [self.lchild, self.rchild]) | |
def _tright(self, left, right): | |
return (left + [self.lchild], right + [self.rchild]), (left + [self.rchild], right + [self.lchild]) | |
class Not(Formula): | |
def __init__(self, child): | |
self.child = child | |
def v(self, v): | |
return not self.child.v(v) | |
def __str__(self): | |
return '¬' + str(self.child) | |
def eq(self, other): | |
return self.child == other.child | |
def _tleft(self, left, right): | |
return (left, right + [self.child]), | |
def _tright(self, left, right): | |
return (left + [self.child], right), | |
class Atom(Formula): | |
def __init__(self, name): | |
self.name = name | |
def __hash__(self): | |
return hash(self.name) | |
def v(self, v): | |
return self in v | |
def __str__(self): | |
return str(self.name) | |
__repr__ = __str__ | |
def eq(self, other): | |
return self.name == other.name |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
from formula import Atom | |
a = Atom('a') | |
b = Atom('b') | |
c = Atom('c') | |
def dop(f, e): | |
print("Formula: ", f) | |
print("Valuation for", e, ": ", f.v(e)) | |
print("Counterexample: ", f.t()) | |
dop(a | b, {a}) | |
dop(a >> b, {a}) | |
dop(a << b, {a}) | |
dop(a & b, {a,b}) | |
dop(a & b >> (c >> a), {b,c}) | |
dop(a & b | b & c, {b,c}) | |
dop(~a & ~~~b, {}) | |
dop(a >> (b >> c), {a, b}) | |
dop(a >> (b >> c), {a, b, c}) | |
dop(a >> b >> c, {a, c}) | |
dop(((c | ~b) >> (b | c)) >> (b | c), {a, c}) | |
dop(a | ~a, {}) | |
dop(a >> a, {a}) | |
dop(a << a, {}) | |
dop((a >> b) | (b >> a), {}) | |
dop((~a | b) | (~b | a), {}) | |
dop((~a | a) | (~b | b), {}) |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment