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Title:Multi-Objective K-Center Sum Clustering Problem
Authors:ID Atta, Soumen, Department of Computer Science and Engineering University of Kalyani, Nadia, W.B. (Author)
ID Sinha Mahapatra, Priya Ranjan, Department of Computer Science and Engineering University of Kalyani, Nadia, W.B. (Author)
Files:This document has no files that are freely available to the public. This document may have a physical copy in the library of the organization, check the status via COBISS. Link is opened in a new window
Work type:Not categorized
Typology:1.08 - Published Scientific Conference Contribution
Organization:UNG - University of Nova Gorica
Abstract:Given a set P of n objects in two dimensional plane and a positive integer k (≤ n), we have considered the problem of partitioning P into k clusters of circular shape so as to minimize the following two objectives: (i) the sum of radii of these k circular clusters and (ii) the number of points of P covered by more than one circular cluster. The NSGA-II based multi-objective genetic algorithm (MOGA) has been proposed to solve this problem.
Keywords:k-center sum problem, Clustering problem, Multi-objective optimization, NSGA-II, Facility location problem
Publication status in journal:Published
Year of publishing:2015
PID:20.500.12556/RUNG-8239 New window
COBISS.SI-ID:154428163 New window
DOI: New window
Publication date in RUNG:05.06.2023
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Record is a part of a monograph

Title:Emerging ICT for Bridging the Future - Proceedings of the 49th Annual Convention of the Computer Society of India (CSI) Volume 1
Place of publishing:Hyderabad, Telangana, India
Publisher:Springer, Cham
Year of publishing:2015
Conference organizer:Computer Society of India (CSI)