Skip to main content

Reliability Evaluation of Software System Using AHP and Fuzzy TOPSIS Approach

  • Conference paper
  • First Online:
Proceedings of Fifth International Conference on Soft Computing for Problem Solving

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 437))

Abstract

The paper evaluates the reliability of software systems using the multi-criteria decision-making (MCDM) approaches. In this paper, object-oriented software systems are evaluated using the analytic hierarchy process (AHP) and fuzzy technique for order preference by similarity to ideal solution (FTOPSIS). The selection criteria are determined on the basis of ISO/IEC 25010 quality model. The approaches evaluate and select the most reliable object-oriented software system considering the fuzzy nature of decision-making process. The work is different in nature and easy in comparison to the other reliability evaluation approaches which can be explored according to the needs of an individual from various paradigms of software industry.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Chatterjee, S., Singh, J.B., Roy, A.: A structure-based software reliability allocation using fuzzy analytic hierarchy process. Int. J. Syst. Sci. (2013). doi:10.1080/00207721.2013.791001

    MathSciNet  MATH  Google Scholar 

  2. Antony, J., Dev, H.: Estimating reliability of software system using object oriented metrics. Int. J. Comput. Sci. Eng. 283–294 (2013)

    Google Scholar 

  3. Mishra, A., Dubey, S.K.: Evaluation of reliability of object oriented software system using fuzzy approach. In: 5th International Conference-Confluence, The Next Generation Information Technology Summit, 806–809 (2014)

    Google Scholar 

  4. ISO/IEC 25010:2011. https://www.iso.org/obp/ui/#iso:std:iso-iec:25010:ed-1:v1:en. Accessed 1 May 2015

  5. Olsina, L., Covella, G., Rossi, G.: Web Quality. In: Mendes, E., Mosley, N. (eds.) Web Engineering, pp. 109–142. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  6. Losavio, F., Chirinos, L., Lévy, N., Cherif, A.R.: Quality characteristics for software architecture. J. Object Technol. 133–150 (2003)

    Google Scholar 

  7. Malaiya, Y.K.: Software Reliability and Security. Taylor & Francis (2005)

    Google Scholar 

  8. Java: http://web.cs.wpi.edu/~kal/elecdoc/java/features.html. Accessed 9 May 2015

  9. Hsu, H.M., Chen, C.T.: Fuzzy hierarchical weight analysis model for multicriteria decision problem. J. Chinese Inst. Industrial Eng., 129–136 (1994)

    Google Scholar 

  10. Coyle, G.: The Analytic Hierarchy Process. Practical Strategy, Pearson Education Limited (2004)

    Google Scholar 

  11. Saaty, T.L.: The Analytic Hierarchy Process. Mc-Graw Hill, New York (1980)

    MATH  Google Scholar 

  12. Charnes, A., Cooper, W.W.: Management Models and Industrial Applications of Linear Programming. Wiley, New York (1961)

    MATH  Google Scholar 

  13. Brans, J.P., Vincke, P., Marschal, B.: How to select and how to rank projects: The PROMETHEE method. Eur. J. Oper. Res. 228–238 (1986)

    Google Scholar 

  14. Deng, H.: Multicriteria analysis with fuzzy pairwise comparison. Int. J. Approximate Reasoning, 215–231 (1999)

    Google Scholar 

  15. Chen, C.-T.: Extensions of the TOPSIS for group decision-making under fuzzy environment. Fuzzy Sets Syst. 1–9 (2000)

    Google Scholar 

  16. Saaty, T.L.: Decision making with dependence and feedback: the analytic hierarchy process. RWS Publications, Pittsburgh (1996)

    Google Scholar 

  17. MakeItRational: http://makeitrational.com/tutorials. Accessed 11 May 2015

  18. Hwang, C.L., Yoon, K.: Multiple Attributes Decision Making. Springer, Berlin Heidelberg (1981)

    Book  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Chahat Sharma .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer Science+Business Media Singapore

About this paper

Cite this paper

Sharma, C., Dubey, S.K. (2016). Reliability Evaluation of Software System Using AHP and Fuzzy TOPSIS Approach. In: Pant, M., Deep, K., Bansal, J., Nagar, A., Das, K. (eds) Proceedings of Fifth International Conference on Soft Computing for Problem Solving. Advances in Intelligent Systems and Computing, vol 437. Springer, Singapore. https://doi.org/10.1007/978-981-10-0451-3_9

Download citation

  • DOI: https://doi.org/10.1007/978-981-10-0451-3_9

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-10-0450-6

  • Online ISBN: 978-981-10-0451-3

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics