Boolean satisfiability problem
The Boolean satisfiability problem is a kind of problem. It is from math-based logic. In propositional logic, a formula is satisfiable if the variables it uses can be given values so that it becomes true. It is important to know that for a given formula, no numbers exist so that the formula becomes true. In other words, the formula will always be false no matter what values its variables have. The formula is called "satisfiable" in the first case. It is called "unsatisfiable" in the second case.
This problem is also known as Boolean or propositional satisfiability. Computer scientists usually call it SAT. Complexity theory believes that the formula should be in a special form, known as conjunctive normal form. A formula that is in this form has clauses. Clauses are joined by a "logical and". Each clause has several literals. They are joined by a "logical or". A literal and its complement cannot appear in the same clause. The problem may also have other names. The names depend on what the logical formula looks like. The names also depend on how many variables are used per clause.
A formula that satisfies 3SAT looks like the following:
- (A1 OR B1 OR C1) AND
- (A2 OR B2 OR C2) AND
- (A3 OR B3 OR C3) AND ...
In this case (A1 OR B1 OR C1) is an example for a clause, and B1 is one of the literals of this clause.