Using NSGA II Algorithm for a Three Objectives Redundancy Allocation Problem with k-out-of-n Sub-Systems

Sharifi, Mani; Pourkarim Guilani, Pedram; Shahriari, Mohammadreza

doi:10.22094/joie.2016.224

Using NSGA II Algorithm for a Three Objectives Redundancy Allocation Problem with k-out-of-n Sub-Systems

Document Type: Review Paper

Authors

¹ Assistant professor, Faculty of Industrial & Mechanical Engineering, Qazvin Branch, Islamic Azad University of Qazvin, Qazvin, Iran

² MS Student, Faculty of Industrial & Mechanical Engineering, Qazvin Branch, Islamic Azad University of Qazvin, Qazvin, Iran

³ Assistant Professor, Faculty of Management, South Tehran Branch, Islamic Azad University, Tehran, Iran

10.22094/joie.2016.224

Abstract

in the new production systems, finding a way to improving the product and system reliability in design is a very important. The reliability of the products and systems may improve using different methods. One of this methods is redundancy allocation problem. In this problem by adding redundant component to sub-systems under some constraints, the reliability improved. In this paper we worked on a three objectives redundancy allocation problem. The objectives are maximizing system reliability and minimizing the system cost and weight. The structure of sub-systems are k-out-of-n and the components have constant failure rate. Because this problem belongs to Np. Hard problems, we used NSGA II multi-objective Meta-heuristic algorithm to solving the presented problem.

Keywords