The partitioning of a rectangular grid graph with weighted vertices in
to p connected components such that the component of smallest weight i
s as heavy as possible (the max-min problem) is considered. It is show
n that the problem is NP-hard for rectangles with at least three rows.
A shifting algorithm is given which approximates the optimal solution
. Bounds for the relative error are determined under a posteriori hypo
theses. A further shifting algorithm is also given which allows for er
ror estimates under a priori hypotheses and for asymptotic error estim
ates. A similar approach can be taken with the problem of finding the
partition whose largest component is as small as possible (the min-max
problem). The case of rectangles with two rows has a polynomial algor
ithm and is dealt with in another paper. (C) 1998 John Wiley & Sons, I
nc.