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This paper introduces a metric that measures symmetry in tree graphs, which allows for a statistical characterization of GP solutions by their architectural "shapes." A case study is given that applies this metric to 80.4 million trees to identify trends in GP runs. Results provide a first quantitative look at the dynamics of symmetry breaking.
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Jason M. Daida (2006) studied this question.
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