Ruffled by Ridges: How Evolutionary Algorithms can fail

The representations currently used by local search and some evolua- tionary algorithms have the disadvantage that these algorithms are partially blind to ridges in the search space. Both heuristics search and gradient search al- gorithms can exhibit extremely slow convergence on functions that display ridge structures. A class of rotated representations are proposed; these rot..