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Title:Genetic Algorithm Based Approaches to Install Different Types of Facilities
Authors:ID Atta, Soumen, Dept. of Computer Science & Engineering, University of Kalyani, Kalyani-741 235, India (Author)
ID Sinha Mahapatra, Priya Ranjan, Dept. of Computer Science & Engineering, University of Kalyani, Kalyani-741 235, India (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-points (customers) on the plane and a positive integer k (1 ≤ k ≤ n), the objective is to find a placement of k circles (facilities) such that the union of k circles contains all the points of P and the sum of the radii of the circles is minimized. We have proposed a Genetic Algorithm (GA) to solve this problem. In this context, we have also proposed two different algorithms for k=1 and 2. Finally, we have proposed a GA to solve another optimization problem to compute a placement of fixed number of facilities where the facilities are hazardous in nature and the range of each such facility is circular.
Keywords:Facility Location, Enclosing Problem, Optimization Problem, Genetic Algorithm
Publication status in journal:Published
Year of publishing:2014
Number of pages:195-203
PID:20.500.12556/RUNG-8241 New window
COBISS.SI-ID:154445315 New window
DOI: New window
Publication date in RUNG:05.06.2023
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Record is a part of a monograph

Title:ICT and Critical Infrastructure: Proceedings of the 48th Annual Convention of Computer Society of India-Vol. I
Place of publishing:Visakhapatnam, India
Publisher:Springer, Cham
Year of publishing:2014
Conference organizer:Computer Society of India