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Reseach Article

Performance Analysis based Optimization with the Abet of ANN and Genetic Algorithm

by Girish Mohan Desai, R. S. Jahagirdar
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 67 - Number 9
Year of Publication: 2013
Authors: Girish Mohan Desai, R. S. Jahagirdar
10.5120/11420-6035

Girish Mohan Desai, R. S. Jahagirdar . Performance Analysis based Optimization with the Abet of ANN and Genetic Algorithm. International Journal of Computer Applications. 67, 9 ( April 2013), 1-12. DOI=10.5120/11420-6035

@article{ 10.5120/11420-6035,
author = { Girish Mohan Desai, R. S. Jahagirdar },
title = { Performance Analysis based Optimization with the Abet of ANN and Genetic Algorithm },
journal = { International Journal of Computer Applications },
issue_date = { April 2013 },
volume = { 67 },
number = { 9 },
month = { April },
year = { 2013 },
issn = { 0975-8887 },
pages = { 1-12 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume67/number9/11420-6035/ },
doi = { 10.5120/11420-6035 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:24:11.669315+05:30
%A Girish Mohan Desai
%A R. S. Jahagirdar
%T Performance Analysis based Optimization with the Abet of ANN and Genetic Algorithm
%J International Journal of Computer Applications
%@ 0975-8887
%V 67
%N 9
%P 1-12
%D 2013
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Currently many countries facing the one decisive problem, forces companies to look for appropriate approaches to optimize energy utilization and demand administration in increasing demand of electrical energy and the expenses which it imposes on the organization. Accordingly all the organizations are intended to start the centralized air conditioner method for maximum consumption for buildings like organizations, companies and colleges etc. All the electronic companies are invented to occurrence of both operations at a time in development of science technology. For detecting the environment temperature; as the scientists are formerly installed temperature sensor, this method is called automatic control. Existing techniques are given that the room required (cool and heat) temperature with only obtainable sources on particular environment, hence in our technique we use value engineering technique for the procedure of successful development. To offer increasing profitability all along with getting better product presentation and performing works in shorter durations is our final goal. Several environment sources are used, like natural water, natural gas and sea water for both operations. For generating data set and Genetic algorithm for optimization, I propose to use the Artificial Neural Network. At this point I expect to discover wherever possibility of available source is far above at that time that bulk of source is used for separate plan operation.

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Index Terms

Computer Science
Information Sciences

Keywords

Value engineering Artificial Neural Network Scheme specification room temperature load Scheme selection Genetic Algorithm