MODIFIED GENETIC ALGORITHM BASED SOFTWARE RELIABILITY USING SPRT: RAYLEIGH MODEL

  • Dr. R.Satyaprasad Associate Professor, Department of CSE, Acharya Nagarjuna University, India
  • Ch.Surya Kiran Research Scholar, Department of CSE, Acharya Nagarjuna University, India
  • Dr. G.Krishna Mohan Professor, Department of CSE, KL University, Vaddeswaram, India
Keywords: Rayleigh Model, Genetic Algorithm, SPRT

Abstract

In Classical Hypothesis testing volumes of data is to be collected and then the conclusions are drawn, which may need more time. But, Sequential Analysis of Statistical science could be adopted in order to decide upon the reliability or unreliability of the developed software very quickly. The procedure adopted for this is, Sequential Probability Ratio Test (SPRT). It is designed for continuous monitoring. The likelihood based SPRT proposed by Wald is very general and it can be used for many different probability distributions. In the present paper we propose the performance of SPRT on 6 data sets of Time domain data using Rayleigh model and analyzed the results. The parameters are estimated using Modified Genetic Algorithm.

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Published
2018-04-30
How to Cite
Satyaprasad, R., Kiran, S., & Mohan, G. (2018). MODIFIED GENETIC ALGORITHM BASED SOFTWARE RELIABILITY USING SPRT: RAYLEIGH MODEL. International Journal of Engineering Technologies and Management Research, 5(4), 17-25. https://doi.org/10.29121/ijetmr.v5.i4.2018.204