Speed prior
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Jürgen Schmidhuber's Speed Prior is a complexity measure similar to Kolmogorov complexity, except that it is based on computation speed and not program length. It is based on the fastest way of describing objects (rather than the shortest).
Unlike the traditional measures, the Speed Prior leads to near-optimal computable predictions.