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From: RussellE on 3 Apr 2010 20:21 I want to OR two 2CNF expressions. I know DNF to CNF conversions can produce an exponetial number of CNF clauses. Even so, I would like to know how large a CNF can be assuming it is the union of two 2CNF expressions. Some examples: First formula is (a+b) and second formula is (c+d): (a+b) + (c+d) = (a+b+c+d) (a+b)&(c+d) + (e+f)&(g+h) = (a+b+e+f)&(c+d+e+f)&(a+b+g+h)&(c+d+g+h) I think I can say no clause will be larger than a 4-clause. I can convert 4-clauses into 3-clauses by adding variables. Is there any "good" way to OR two 2CNF's? My method is pretty much brute force. This problem arises from my study of partitions. I think this is a generalized form of resolution. Assume I have this 3SAT instance: (a+b+c)&(~a+d+e) Create a partition of one variable. Partition: (a) Clauses in partition: (a+b+c) & (~a+d+e) There are two possible assignments for the clauses in this partition: a and ~a (a)&(d+e) + (~a)&(b+c) We can remove (a) and (~a): (b+c) + (d+e) We now have the problem I described above. (b+c) + (d+e) = (b+c+d+e) Notice, this is the same result we would get from resolving (a+b+c) & (~a+d+e). I could have partitioned on variable b. (b) + (~b)&(a+c) This becomes a tautology when we remove (b) and (~b). Because (b) is a pure literal, we can always assume there is a satisfying assignment where (b) is true, if there is a satisfying assignment. Paritions can have any number of variables. 3SAT instance: (a+b+c) & (~a+c+~d) & (~b+c+~e) & (~b+~d+~e) Partition: ab Clauses: (a+b+c)(~a+c+~d)(~b+c+~e)(~b+~d+~e) Formula: ( (a) & (b) & (c+~d) & (c+~e) & (~d+~e) ) + ( (~a) & (b) & (c+~e) & (~d+~e) ) + ( (a) & (~b) & (c+~d) ) + ( (~a) & (~b) & (c) ) Removing variables a and b: (c+~d)&(c+~e)&(~d+~e) + (c+~e)&(~d+~e) + (c+~d) + (c) = (c+~d+~e) Any satisfying assignment of (c+~d+~e) is consistent with some satisfying assignment of the instance, if the instance has a satisfying assignment. For example, (~c) & (d) & (~e) satisfies (c+~d+~e). Reducing (a+b+c) & (~a+c+~d) & (~b+c+~e) & (~b+~d+~e) we get: (a+b) & (~a) = (~a) & (b). (~a) & (b) & (~c) & (d) & (~e) (a+B+c)&(~A+c+~d)&(~b+c+~E)&(~b+~d+~E) Is this type of resolution equivalent to known forms of resolution? It seems I can extend the "pure literal rule" to any partition which reduces to a tautology. Split the 3SAT instance into two groups: Clauses in the partition and clauses not in the partition. If the reduced formula for the partition is a tautology, then, for any satisfying assignment of the clauses not in the partition, there exists an assignment of variables in the partition which satisfy the remaining clauses in the partition. Russell - 2 many 2 count
From: RussellE on 4 Apr 2010 17:24
This is a more complex example of the "Pure Partition" rule: Given a 3SAT instance: (a+b+~c) & (~a+b+d) & (~a+c+~d) & (~b+c+~e) & (~b+~d+~e) Partition on variables a and b: ab: (c+~d) & (c+~e) & (~d+~e) ~ab: (c+~e) & (~d+~e) a~b: (d) & (c+~d) ~a~b: (~c) Reduced partition formula: (c+~d) & (c+~e) & (~d+~e) + (c+~e) & (~d+~e) + (d) & (c+~d) + (~c) = (~c+c+~d) & (~c+c+~e) & (~c+~d+~e) + (~c+c+~e) & (~c+~d+~e) + (~c+d) & (~c+c+~d) = (~c+~d+~e) + (~c+d) = (~c+d+~d+~e) = True Since the partition formula is a tautology, there exists a satisfying assignment of variables a and b for any assignment of the non-index variables, c, d, and e. For example, assume c, d, and e are all false. Reduce: (~a+b) Assume c, d, and e are all true: Reduce: (a+b) & (~b) = (a) & (~b) Russell - 2 many 2 count |