Opened 9 years ago
Last modified 9 years ago
#13120 new enhancement
Improve propositional logic
Reported by: | nthiery | Owned by: | burcin |
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Priority: | major | Milestone: | sage-wishlist |
Component: | symbolics | Keywords: | |
Cc: | eliahou@…, kini | Merged in: | |
Authors: | Reviewers: | ||
Report Upstream: | N/A | Work issues: | |
Branch: | Commit: | ||
Dependencies: | Stopgaps: |
Description
I discussed yesterday with Shalom Eliahou and some other persons that could be interested in using Sage to have a natural syntax for constructing complicated propositional logic formulas (boolean formulas), in order to model and treat some of their hard NP problems using SAT solvers. They currently write directly files in sat format which is not necessarily so convenient.
Looking around sage.logic, it feels like this old module could use some love. Like being more consistent with SymbolicRing? in the syntax for constructing formulas, using Parents/Elements?, having interfaces with the common open source SAT solvers, ... Here are some story suggestions:
Building formulas:: sage: F = BooleanFormulas(); Boolean formulas sage: a,b,c = F.var("a,b,c") sage: ~( (a & b & c) | c ) sage: f = (~(a & b)).equivalent(a|b) # Note: this is backward incompatible sage: f.is_tautology() True sage: f.parent() Boolean formulas sage: f = (a & (a.implies(c))).implies(c) sage: f.is_tautology() True Indexed boolean variables:: sage: x = F.var("x") sage: (x[1] & x[2]).implies(x[1,3] (x[1] & x[2]).implies(x[1,3] Equivalence test:: sage: (~(a & b)).is_equivalent(a|b) True Expanding in Conjonctive Normal Form:: sage: f.cnf() ... Computing an equivalent 3-SAT formula:: sage: f.sat_3() ... Using SAT solvers:: sage: f.is_satisfiable(solver="mark") Returning the solutions of f, as an iterable:: sage: S = f.solve(); S The solutions of ... sage: for s in S: print s ... Automatic simplifications ========================= Associativity:: sage: (a & b) & c a & b & c sage: a & (b & c) a & b & c sage: a | (b | c) a | b | c sage: a | (b | c) a | b | c
Of course, a related question is whether one could use one of the preexisting external libraries for boolean functions.
Change History (2)
comment:1 Changed 9 years ago by
- Cc kini added
You might want to make this depend on #418 (needing review)