e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers

Aug 2019 - Volume 10, Issue 4
Deadline: 15 Jul 2019
Notification: 15 Aug 2019
Publication: 31 Aug 2019

Oct 2019 - Volume 10, Issue 5
Deadline: 15 Sep 2019
Notification: 15 Oct 2019
Publication: 30 Oct 2019

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ABSTRACT

Title : An Implementation of Integer Programming Techniques in Clustering Algorithm
Authors : S. Shenbaga Ezhil, Dr. C. Vijayalakshmi
Keywords : -
Issue Date : Feb-Mar 2012
Abstract :
This paper mainly deals with the analysis of IPP in clustering. Clustering is exemplified by the unsupervised learning of patterns and clusters that may exist in a given database and is a useful tool for Knowledge Discovery in Database (KDD). A mathematical programming formulation of this problem is proposed that is theoretically justifiable and computationally implementable in a finite number of steps. The clustering algorithm applies the hierarchical clustering methodology [1] where points or clusters with the shortest distance are merged into a cluster until the desired number of clusters is achieved. Numerical examples are given for the above algorithmic approach.
Page(s) : 173-179
ISSN : 0976-5166
Source : Vol. 3, No.1