A height-based metaconcept for rooted tree balance and its implications for the $B_1$ index

TL;DR

This paper introduces a new height-based metaconcept for rooted tree balance, analyzes its properties, and applies it to characterize trees maximizing the $B_1$ index, also proposing new related imbalance indices.

Contribution

It extends the framework of imbalance indices by introducing a height-based metaconcept and analyzes its implications for the $B_1$ index and new imbalance measures.

Findings

Characterized trees maximizing the $B_1$ index.

Determined maximum $B_1$ index values for rooted and binary trees.

Proposed new imbalance indices based on subtree heights.

Abstract

Tree balance has received considerable attention in recent years, both in phylogenetics and in other areas. Numerous (im)balance indices have been proposed to quantify the (im)balance of rooted trees. A recent comprehensive survey summarized this literature and showed that many existing indices are based on similar underlying principles. To unify these approaches, three general metaconcepts were introduced, providing a framework to classify, analyze, and extend imbalance indices. In this context, a metaconcept is a function $\Phi_f$ that depends on another function $f$ capturing some aspect of tree shape. In this manuscript, we extend this line of research by introducing a new metaconcept based on the heights of the pending subtrees of all inner vertices. We provide a thorough analysis of this metaconcept and use it to answer open questions concerning the well-known $B_1$ balance index. In particular, we characterize the tree shapes that maximize the $B_1$ index in two cases: (i) arbitrary rooted trees and (ii) binary rooted trees. For both cases, we also determine the corresponding maximum values of the index. Finally, while the $B_1$ index is induced by a so-called third-order metaconcept, we explicitly introduce three new (im)balance indices derived from the first- and second-order height metaconcepts, respectively, thereby demonstrating that pending subtree heights give rise to a variety of novel (im)balance indices.