Let (S,@S,@m) be a complete positive @s-finite measure space and let X be a Banach space. We are concerned with the proximinality problem for the best simultaneous approximations to two functions in L"p(S,@S,X). Let @S"0 be a sub-@s-algebra of @S and Y a nonempty locally weakly compact convex subset of X such that spanY@? and its dual have the Radon-Nikodym property. We prove that L"p(S,@S"0,Y) is N-simultaneous proximinal in L"p(S,@S,X) (with the additional assumption that (S,@S,@m) be finite for the case when p=1). Furthermore, for the special case when @S"0=@S, we show that the assumption that the dual of spanY@? has the Radon-Nikodym property can be removed.