(This is an extenced abstract) The result can be regarded as an indication that the problem of removing degeneracies in geometric computations has no simple 'abstract' solution. We consider LP-type problems, a successful axiomatic framework for optimization problems capturing, e.g., linear programming and the smallest enclosing ball of a point set.
We prove that in order to remove degeneracies of an LP-type problem, we sometimes have to increase its combinatorial dimension by an arbitrarily large amount.