Computational intelligence in software cost estimation: an emerging paradigm

  • Authors:

  • Tirimula Rao Benala;Satchidananda Dehuri;Rajib Mall

  • Affiliations:

  • Anil Neerukonda Institute of Technology and Sciences, Visakhapatnam, India;Fakir Mohan University, Vyasa Vihar, Balasore-756019, India;Indian Institute of Technology, Kharagpur

  • Venue:
  • ACM SIGSOFT Software Engineering Notes
  • Year:
  • 2012

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Abstract

One of the key features for the failure of project estimation techniques is the selection of inappropriate estimation models. Further, noisy data poses a challenge to build accurate estimation models. Therefore, the software cost estimation (SCE) is a challenging problem that has attracted many researchers over the past few decades. In the recent times,the use of computational intelligence methodologies for software cost estimation have gained prominence. This paper reviews some of the commonly used computational intelligence (CI) techniques and analyzes their application in software cost estimation and outlines the emerging trends in this area