Is there a useable error metric for rubics cube non-linear solver?

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There exist step-by-step algorithms for solving rubics cubes. However, in the midst of an ongoing solution, often the state of the rubics cube can become more convoluted before the increased regularization can become apparent.

Thus the step-wise rubics solving algorithm is non-linear. Is there an algebraic error metric that measures how far a rubics cube is from being solved?