MODIFIED GENETIC ALGORITHM BASED SOFTWARE RELIABILITY USING SPRT: RAYLEIGH MODEL

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.

Authors and Affiliations

Keywords

Related Articles

EVALUATION OF PERFORMANCE MEASURE FACTORS FOR INDIAN HEALTHCARE INDUSTRY

This Paper aims at evaluation of Performance Measures (PMs) and its attributes in Indian healthcare. Various problems of health care industry through analysis of factors and its attributes, factor analysis, correlation a...

EXPERIMENTAL STUDY OF SUSPENDED INSULATORS USING OF ALUMINOUS PORCELAIN

In this paper, we are studying about insulators which are used in transmission line, distribution line, power station. the best performance of the insulator during various load are achieving , the various load such as 50...

THE INFLUENCE OF COMMUTERS SOCIO-ECONOMIC CHARACTERISTICS ON BUS SERVICE AFFORDABILITY AND USAGE IN KADUNA METROPOLIS, NIGERIA

This study examines the influence of socio-economic characteristics of commuters on their level of bus accessibility and usage in Kaduna metropolis, Nigeria. Structured questionnaires and past literature were used as sou...

THE INVOLVEMENT OF MANAGERS IN THE CONTROL SYSTEM FOR SMALL COMPANIES

The manager plays a very important role in the management of a sma7ll company. The empirical analysis conducted for this article, using a hypothetical-deductive approach, demonstrated, once again, this situation. The hyp...

THE INFLUENCE OF INQUIRY LEARNING MODEL AND LEARNING MOTIVATION ON RESULTS LEARNING HISTORY AT STATE 6 HIGH SCHOOL BANDAR LAMPUNG

To assist a solution to the problem of the test environment spanning multiple platforms, this paper proposes a decision support framework with the blackboard model to integrate all complementary features into a single au...

Download PDF file
  • EP ID EP288474
  • DOI 10.5281/zenodo.1244675
  • Views 94
  • Downloads 0

How To Cite

(2018). MODIFIED GENETIC ALGORITHM BASED SOFTWARE RELIABILITY USING SPRT: RAYLEIGH MODEL. INTERNATIONAL JOURNAL OF ENGINEERING TECHNOLOGIES AND MANAGEMENT RESEARCH, 5(4), 17-25. https://europub.co.uk/articles/-A-288474