Let C be a pointed closed convex cone in R n with vertex at the origin o and having nonempty interior. The set A ⊂ C is C-coconvex if the volume of A is finite and A • = C \ A is a closed convex set. For 0 < p < 1, the p-co-sum of C-coconvex sets is introduced, and the corresponding L p Brunn-Minkowski inequality for C-coconvex sets is established. We also define the L p surface area measures, for 0 = p ∈ R, of certain C-coconvex sets, which are critical in deriving a variational formula of the volume of the Wulff shape associated with a family of functions obtained from the p-co-sum. This motivates the L p Minkowski problem aiming to characterize the L p surface area measures of C-coconvex sets. The existence of solutions to the L p Minkowski problem for all 0 = p ∈ R is established. The L p Minkowski inequality for 0 < p < 1 is proved and is used to obtain the uniqueness of the solutions to the L p Minkowski problem for 0 < p < 1.For p = 0, we introduce (1 − τ ) A 1 ⊕ 0 τ A 2 , the log-co-sum of two C-coconvex sets A 1 and A 2 with respect to τ ∈ (0, 1), and prove the log-Brunn-Minkowski inequality of C-coconvex sets. The log-Minkowski inequality is also obtained and is applied to prove the uniqueness of the solutions to the log-Minkowski problem that characterizes the cone-volume measures of C-coconvex sets. Our result solves an open problem raised by Schneider in [