Observing the Population Dynamics in GE by means of the Intrinsic Dimension

6 Dec 2018Eric MedvetAlberto BartoliAlessio AnsuiniFabiano Tarlao

We explore the use of Intrinsic Dimension (ID) for gaining insights in how populations evolve in Evolutionary Algorithms. ID measures the minimum number of dimensions needed to accurately describe a dataset and its estimators are being used more and more in Machine Learning to cope with large datasets... (read more)

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