ISSN 2394-5125
 

Research Article 


RELIABILITY OPTIMIZATION WITH NATURE BASED ALGORITHM

Dr. Vikrant Aggarwal, Dr. Rakesh Kumar, Dr. Harmeet Singh, Dr. Yogesh Kumar.

Abstract
Reliability and maintenance engineering is a powerful tool which enable the industries to find ways of costs savings and operational improvement opportunities. In this paper, a continuous production system is considered for evaluating and analysing the system‟s availability. The availability of the production system is evaluated by using Markov Modelling. Differential equations are derived and solved by Laplace transform to attain state probabilities. Further, the availability optimization has been done using four nature-based algorithms: Moth Flame Optimization, Dragonfly Algorithm Optimization, Ant Lion Algorithm and Whale Optimisation Algorithm. The obtained results of optimization has been compared and with the present availability of the system.

Key words: Optimization, reliability, WOA, MFO, ALO, DAO


 
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How to Cite this Article
Pubmed Style

Dr. Vikrant Aggarwal, Dr. Rakesh Kumar, Dr. Harmeet Singh, Dr. Yogesh Kumar. RELIABILITY OPTIMIZATION WITH NATURE BASED ALGORITHM. JCR. 2020; 7(19): 1756-1768. doi:10.31838/jcr.07.19.216


Web Style

Dr. Vikrant Aggarwal, Dr. Rakesh Kumar, Dr. Harmeet Singh, Dr. Yogesh Kumar. RELIABILITY OPTIMIZATION WITH NATURE BASED ALGORITHM. http://www.jcreview.com/?mno=108158 [Access: September 15, 2020]. doi:10.31838/jcr.07.19.216


AMA (American Medical Association) Style

Dr. Vikrant Aggarwal, Dr. Rakesh Kumar, Dr. Harmeet Singh, Dr. Yogesh Kumar. RELIABILITY OPTIMIZATION WITH NATURE BASED ALGORITHM. JCR. 2020; 7(19): 1756-1768. doi:10.31838/jcr.07.19.216



Vancouver/ICMJE Style

Dr. Vikrant Aggarwal, Dr. Rakesh Kumar, Dr. Harmeet Singh, Dr. Yogesh Kumar. RELIABILITY OPTIMIZATION WITH NATURE BASED ALGORITHM. JCR. (2020), [cited September 15, 2020]; 7(19): 1756-1768. doi:10.31838/jcr.07.19.216



Harvard Style

Dr. Vikrant Aggarwal, Dr. Rakesh Kumar, Dr. Harmeet Singh, Dr. Yogesh Kumar (2020) RELIABILITY OPTIMIZATION WITH NATURE BASED ALGORITHM. JCR, 7 (19), 1756-1768. doi:10.31838/jcr.07.19.216



Turabian Style

Dr. Vikrant Aggarwal, Dr. Rakesh Kumar, Dr. Harmeet Singh, Dr. Yogesh Kumar. 2020. RELIABILITY OPTIMIZATION WITH NATURE BASED ALGORITHM. Journal of Critical Reviews, 7 (19), 1756-1768. doi:10.31838/jcr.07.19.216



Chicago Style

Dr. Vikrant Aggarwal, Dr. Rakesh Kumar, Dr. Harmeet Singh, Dr. Yogesh Kumar. "RELIABILITY OPTIMIZATION WITH NATURE BASED ALGORITHM." Journal of Critical Reviews 7 (2020), 1756-1768. doi:10.31838/jcr.07.19.216



MLA (The Modern Language Association) Style

Dr. Vikrant Aggarwal, Dr. Rakesh Kumar, Dr. Harmeet Singh, Dr. Yogesh Kumar. "RELIABILITY OPTIMIZATION WITH NATURE BASED ALGORITHM." Journal of Critical Reviews 7.19 (2020), 1756-1768. Print. doi:10.31838/jcr.07.19.216



APA (American Psychological Association) Style

Dr. Vikrant Aggarwal, Dr. Rakesh Kumar, Dr. Harmeet Singh, Dr. Yogesh Kumar (2020) RELIABILITY OPTIMIZATION WITH NATURE BASED ALGORITHM. Journal of Critical Reviews, 7 (19), 1756-1768. doi:10.31838/jcr.07.19.216