Using isometric embedding of metric trees into Banach spaces, this paper will investigate barycenters, type and cotype, and various measures of compactness of metric trees. A metric tree (, ) is a metric space such that between any two of its points there is an unique arc that is isometric to an interval in . We begin our investigation by examining isometric embeddings of metric trees into Banach spaces. We then investigate the possible images , where is a contractive retraction from the ambient Banach space onto (such a always exists) in order to understand the “metric” barycenter of a family of points in a tree . Further, we consider the metric properties of trees such as their type and cotype. We identify various measures of compactness of metric trees (their covering numbers, -entropy and Kolmogorov widths) and the connections between them. Additionally, we prove that the limit of the sequence of Kolmogorov widths of a metric tree is equal to its ball measure of non-compactness.

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