The existence and uniqueness of the self-similar measure on the Julia set of single rational function are discussed. A self-similar measure is constructed on the Julia set of the random iteration of rational functions, which shows that under certain conditions the measure is unique and non-atomic; moreover its support is exactly equal to that of the Julia set. Finally some applications of the self-similar measures to condensed matter physics and statistical physics are given.
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