Fuzzy Cognitive Map based Prediction Tool for Schedule Overrun

Article ID

CSTSDE14I5N

Fuzzy Cognitive Map based Prediction Tool for Schedule Overrun

Atul Kumar
Atul Kumar Lovely Professional University
Dalwinder Singh Salaria
Dalwinder Singh Salaria
Dr. R.C.Gangwar
Dr. R.C.Gangwar
DOI

Abstract

The main aim of any software development organizations is to finish the project within acceptable or customary schedule and budget. Software schedule overrun is one of a question that needs more concentration. Schedule overrun may affect the whole project success like cost, quality and increases risks. Schedule overrun can be reason of project failure. In today’s competitive world, controlling the schedule slippage of software project development is a challenging task. Effective handling of schedule is an essential need for any software project organization. The main tasks for software development estimation are determining the effort, cost and schedule of developing the project under consideration. Underestimation of project done knowingly just to win contract results into loses and also the poor quality project. So, precise schedule prediction leads to efficient control of time and budget during software development. In this paper, we developed a new technique for the prediction of schedule overrun. This paper also presents the comparison with other algorithms of schedule estimation and Tool developed by us and at last proved that Fuzzy cognitive map based prediction tool gives more accurate results than other training algorithms.

Fuzzy Cognitive Map based Prediction Tool for Schedule Overrun

The main aim of any software development organizations is to finish the project within acceptable or customary schedule and budget. Software schedule overrun is one of a question that needs more concentration. Schedule overrun may affect the whole project success like cost, quality and increases risks. Schedule overrun can be reason of project failure. In today’s competitive world, controlling the schedule slippage of software project development is a challenging task. Effective handling of schedule is an essential need for any software project organization. The main tasks for software development estimation are determining the effort, cost and schedule of developing the project under consideration. Underestimation of project done knowingly just to win contract results into loses and also the poor quality project. So, precise schedule prediction leads to efficient control of time and budget during software development. In this paper, we developed a new technique for the prediction of schedule overrun. This paper also presents the comparison with other algorithms of schedule estimation and Tool developed by us and at last proved that Fuzzy cognitive map based prediction tool gives more accurate results than other training algorithms.

Atul Kumar
Atul Kumar Lovely Professional University
Dalwinder Singh Salaria
Dalwinder Singh Salaria
Dr. R.C.Gangwar
Dr. R.C.Gangwar

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Atul Kumar. 2014. “. Global Journal of Computer Science and Technology – C: Software & Data Engineering GJCST-C Volume 14 (GJCST Volume 14 Issue C4): .

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Crossref Journal DOI 10.17406/gjcst

Print ISSN 0975-4350

e-ISSN 0975-4172

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GJCST Volume 14 Issue C4
Pg. 21- 28
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Fuzzy Cognitive Map based Prediction Tool for Schedule Overrun

Atul Kumar
Atul Kumar Lovely Professional University
Dalwinder Singh Salaria
Dalwinder Singh Salaria
Dr. R.C.Gangwar
Dr. R.C.Gangwar

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