The quotient space theory we have discussed so far is based on the following two main assumptions. (1) The domain structure is limited to topology. (2) The domain granulation is based on equivalence relations, i.e., classification without overlap. Now, we will relax the two restrictions. First, we consider the structures formed by closure operations that are broader than topological ones. Second, domain granulation will be extended from equivalence relations to tolerance relations.