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All Journal International Journal of Organizational Business Excellence (IJOBEX)
Amrita Agrawal
Department of Mathematics, GD Goenka University, Gurugram, India
Decision Sciences, Operations Research & Management Economics, Econometrics & Finance

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Optimum Redundancy Allocation of WTP and Comparative Analysis using SMO & PSO Techniques Deepika Garg; Amrita Agrawal; Nayan Deep S. Kanwal
International Journal of Organizational Business Excellence Vol. 5 No. 1 (2022): June 2022
Publisher : Bina Nusantara University

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Abstract

Constraint optimization Redundancy Allocation Problem (CoRAP) is a complex real world integer programming problem. Many researchers have used various techniques to solve CoRAP. Many complex problems are being solved by various evolutionary techniques, and among these Spider Monkey Optimization algorithms (SMOs) and Particle Swarm Optimization algorithms (PSOs), which focus on the behavior of monkeys and collective nature of birds in a swarm, are the most promising and recent interests of researchers. Therefore, in this article, SMO and PSO is tuned to solve the problem based on integer programming, CoRAP for Water Treatment Reverse Osmosis (RO) Plant (WTP) subject to cost constraint. The results obtained using SMO are compared with the results obtained by applying the same problem to the PSO algorithm. SMO and PSO are implemented using MATLAB. The findings demonstrate the better performance of SMO.
Co-Authors Deepika Garg Nayan Deep S. Kanwal