This paper introduces the 3-dimensional case picking problem (3D-CPP) and proposes an algorithm to solve it. The 3D-CPP combines two important topics in modern warehouse logistics: the pallet loading problem and the routing of pickers in manual warehouses. The proposed optimization procedure...