|Communications on Applied Electronics|
|Foundation of Computer Science (FCS), NY, USA|
|Volume 1 - Number 8|
|Year of Publication: 2015|
|Authors: Dmitri A. Viattchenin, Stanislau Shyrai|
Dmitri A. Viattchenin, Stanislau Shyrai . Intuitionistic Heuristic Prototype-based Algorithm of Possibilistic Clustering. Communications on Applied Electronics. 1, 8 ( May 2015), 30-40. DOI=10.5120/cae-1629
This paper introduces a novel intuitionistic fuzzy set-based heuristic algorithm of possibilistic clustering. For the purpose, some remarks on the fuzzy approach to clustering are discussed and a brief review of intuitionistic fuzzy set-based clustering procedures is given, basic concepts of the intuitionistic fuzzy set theory and the intuitionistic fuzzy generalization of the heuristic approach to possibilistic clustering are considered, a general plan of the proposed clustering procedure is described in detail, two illustrative examples confirm good performance of the proposed algorithm, and some preliminary conclusions are formulated.