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Title:BAT algorithm for improving fuzzy C-means clustering for location allocation of rural kiosks in developing countries under e-governance
Authors:ID Gupta, Rajan (Author)
ID Muttoo, Sunil K. (Author)
ID Pal, Saibal K. (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
Language:English
Work type:Unknown
Typology:1.01 - Original Scientific Article
Organization:UNG - University of Nova Gorica
Abstract:Rural Kiosks are important infrastructural pillar in rural regions for internet and basic technology facility all around the world. They are also known as Tele-centers or Common Service Centers and are majorly used by government to promote Electronic Governance. The major characteristic of setting up of Rural Kiosk is their appropriate location so that people from rural region can avail the services at minimum travel cost and time. There are lot of traditional schemes used by researchers in past for location allocation but this paper proposes the usage of Fuzzy C-Means clustering and BAT algorithm to optimize the location of Rural Kiosk. The meta-heuristic approach has produced better results as compared to normal graph theories in past. The experiment has been conducted on a random data set of 72 village locations from India and their clusters are formed. It is found that using only Fuzzy C-Means clustering to allocate the center and by using it in combination with BAT algorithm produced up to 25% of efficient results. This can drastically help the key stakeholders in allocation of these Rural Kiosks at right places so as to maximize their utility.
Keywords:BAT algorithm, location allocation, rural kiosks, fuzzy C-means, e-governance, tele-centers, common service centers
Year of publishing:2016
Number of pages:str. 77-86
Numbering:Vol. 40, no. 2
PID:20.500.12556/RUNG-6400 New window
COBISS.SI-ID:58029827 New window
UDC:004
ISSN on article:1110-2586
NUK URN:URN:SI:UNG:REP:BC8YQNLB
Publication date in RUNG:01.04.2021
Views:2017
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Record is a part of a journal

Title:Egyptian Computer Science Journal
Shortened title:Egypt. Comput. Sci. J.
Publisher:Egyptian Computer Society
ISSN:1110-2586
COBISS.SI-ID:58027267 New window

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