Negation-free propositional logic (or first-order logic) is clearly le
ss expressive than the corresponding full system with negation. Howeve
r, we present two complexity results for logic without negation that a
re no different from those for the original system. First, the problem
of determining logical implication between sentences composed solely
of conjunctions and disjunctions is shown to be as difficult as that b
etween arbitrary sentences. Second, we show that the problem of determ
ining a minimum satisfying assignment for a propositional formula in n
egation-free conjunctive normal form, even with no more than two disju
ncts per clause, is NP-complete. We also show that unless P = NP, no p
olynomial time approximation scheme can exist for this problem.