  We discuss a new optimization strategy, which considerably improves the
effectivity of evolutionary algorithms applied to a certain class of
optimization problems. The basic principle is to solve first a simpler related
problem, which is constructed by introducing additional degrees of freedom to
the landscape. Starting from the solution in this simplified landscape we
remove stepwise the added degrees of freedom. Our optimization strategy is
demonstrated for a sample problem.
