The redundance of a graph is the minimum, over all dominating sets , of , where is the degree of vertex . We use some dynamic programming algorithms to compute the redundance of complete grid graphs for and all , and to establish good upper and lower bounds on the redundance for larger . We conjecture that the upper bound is the redundance when .