English

On balanced clustering with tree-like structures over clusters

Data Structures and Algorithms 2018-12-11 v1 Artificial Intelligence

Abstract

The article addresses balanced clustering problems with an additional requirement as a tree-like structure over the obtained balanced clusters. This kind of clustering problems can be useful in some applications (e.g., network design, management and routing). Various types of the initial elements are considered. Four basic greedy-like solving strategies (design framework) are considered: balancing-spanning strategy, spanning-balancing strategy, direct strategy, and design of layered structures with balancing. An extended description of the spanning-balancing strategy is presented including four solving schemes and an illustrative numerical example.

Keywords

Cite

@article{arxiv.1812.03535,
  title  = {On balanced clustering with tree-like structures over clusters},
  author = {Mark Sh. Levin},
  journal= {arXiv preprint arXiv:1812.03535},
  year   = {2018}
}

Comments

15 pages, 15 figures, 9 tables

R2 v1 2026-06-23T06:36:49.867Z