In the multiple subset sum problem (MSSP) items from a given ground set are
selected and packed into a given number of identical bins such that the su
m of the item weights in every bin does not exceed the bin capacity and the
total sum of the weights of the items packed is as large as possible.
This problem is a relevant special case of the multiple knapsack problem, f
or which the existence of a polynomial-time approximation scheme (PTAS) is
an important open question in the field of knapsack problems. One main resu
lt of the present paper is the construction of a PTAS for MSSP.
For the bottleneck case of the problem, where the minimum total weight cont
ained in any bin is to be maximized, we describe a 2/3-approximation algori
thm and show that this is the best possible approximation ratio. Moreover,
PTASs are derived for the special cases in which either the number of bins
or the number of different item weights is constant.
We finally show that, even for the case of only two bins, no fully PTAS exi
sts for both versions of the problem.