Towards balanced clustering - part 1 (preliminaries)
Data Structures and Algorithms
2017-06-13 v1 Artificial Intelligence
Abstract
The article contains a preliminary glance at balanced clustering problems. Basic balanced structures and combinatorial balanced problems are briefly described. A special attention is targeted to various balance/unbalance indices (including some new versions of the indices): by cluster cardinality, by cluster weights, by inter-cluster edge/arc weights, by cluster element structure (for element multi-type clustering). Further, versions of optimization clustering problems are suggested (including multicriteria problem formulations). Illustrative numerical examples describe calculation of balance indices and element multi-type balance clustering problems (including example for design of student teams).
Keywords
Cite
@article{arxiv.1706.03065,
title = {Towards balanced clustering - part 1 (preliminaries)},
author = {Mark Sh. Levin},
journal= {arXiv preprint arXiv:1706.03065},
year = {2017}
}
Comments
21 pages, 17 figures, 14 tables