An Approach for Effort Estimation having Reusable Components in Software Development

α
Jyoti Mahajan
Jyoti Mahajan
σ
Devanand
Devanand
α University of Jammu

Send Message

To: Author

An Approach for Effort Estimation having Reusable Components in Software Development

Article Fingerprint

ReserarchID

0356X

An Approach for Effort Estimation having Reusable Components in Software Development Banner

AI TAKEAWAY

Connecting with the Eternal Ground
  • English
  • Afrikaans
  • Albanian
  • Amharic
  • Arabic
  • Armenian
  • Azerbaijani
  • Basque
  • Belarusian
  • Bengali
  • Bosnian
  • Bulgarian
  • Catalan
  • Cebuano
  • Chichewa
  • Chinese (Simplified)
  • Chinese (Traditional)
  • Corsican
  • Croatian
  • Czech
  • Danish
  • Dutch
  • Esperanto
  • Estonian
  • Filipino
  • Finnish
  • French
  • Frisian
  • Galician
  • Georgian
  • German
  • Greek
  • Gujarati
  • Haitian Creole
  • Hausa
  • Hawaiian
  • Hebrew
  • Hindi
  • Hmong
  • Hungarian
  • Icelandic
  • Igbo
  • Indonesian
  • Irish
  • Italian
  • Japanese
  • Javanese
  • Kannada
  • Kazakh
  • Khmer
  • Korean
  • Kurdish (Kurmanji)
  • Kyrgyz
  • Lao
  • Latin
  • Latvian
  • Lithuanian
  • Luxembourgish
  • Macedonian
  • Malagasy
  • Malay
  • Malayalam
  • Maltese
  • Maori
  • Marathi
  • Mongolian
  • Myanmar (Burmese)
  • Nepali
  • Norwegian
  • Pashto
  • Persian
  • Polish
  • Portuguese
  • Punjabi
  • Romanian
  • Russian
  • Samoan
  • Scots Gaelic
  • Serbian
  • Sesotho
  • Shona
  • Sindhi
  • Sinhala
  • Slovak
  • Slovenian
  • Somali
  • Spanish
  • Sundanese
  • Swahili
  • Swedish
  • Tajik
  • Tamil
  • Telugu
  • Thai
  • Turkish
  • Ukrainian
  • Urdu
  • Uzbek
  • Vietnamese
  • Welsh
  • Xhosa
  • Yiddish
  • Yoruba
  • Zulu

Abstract

Estimation of the effort required for development has been researched for over 25 years now. Still there exists no concrete solution to estimate the development effort. Prior experience in similar type of projects is a key for business today. This paper proposes an Effort Estimation Model named REBEE based on the reusable matrices to effectively estimate the effort to be involved for development. A project is assumed to consist of multiple modules and the reusability factor of each module is considered in the technique described here. REBEE utilizes fuzzy logic and dynamic neural networks to achieve its goal. Based on the experimental evaluation discussed in this paper it is evident that this model accurately predicts the effort involved on heterogeneous project types.

References

19 Cites in Article
  1. J Mahajan,K Devanand,Dhruve (2011). REBEE Reusability Based Effort Estimation Technique using Dynamic Neural Network.
  2. B Boehm,W Royce (1989). Genie logiciel & Systemes experts.
  3. Barry Boehm,Bradford Clark,Ellis Horowitz,Chris Westland,Ray Madachy,Richard Selby (1995). Cost models for future software life cycle processes: COCOMO 2.0.
  4. R Meli,L Santillo (Octo). Function point estimation methods: a comparative overview.
  5. Qi Cui,Mohit Jethi,Todd Driver,Travis Porco,Jane Kuo,Shan Lin,Robert Stamper,Ying Han,Cynthia Chiu,Saras Ramanathan,Michael Ward,Katherine Possin,Yvonne Ou (2001). Individuals with and without normal tension glaucoma exhibit comparable performance on tests of cognitive function.
  6. M Jørgensen (2005). Practical Guidelines for Expert-Judgment-Based Software Effort Estimation.
  7. C Walston,A Felix (1997). A method of programming measurement and estimation.
  8. M Basavaraj,K Shet Empirical validation of Software development effort multipliers of Intermediate COCOMO Model.
  9. C Reddy,Raju (2009). An Improved Fuzzy Approach for COCOMO's Effort Estimation using Gaussian Membership Function.
  10. C Peixoto,J Audy,R Prikladnicki Effort Estimation in Global Software Development Projects: Preliminary Results from a Survey.
  11. K Molkken,M Jorgensen A Review of Surveys on Software Effort Estimation.
  12. Ekrem Kocaguneli,Ayse Tosun,Ayse Bener (2010). AI-Based Models for Software Effort Estimation.
  13. Parvinder Sandhu,Hardeep Singh (2006). A Neuro-Fuzzy Based Software Reusability Evaluation System with Optimized Rule Selection.
  14. P Sandhu,H Kaur,A Singh (2009). Modeling of Reusability of Object Oriented Software System.
  15. Gan Wang,Ricardo Valerdi,Jared Fortune (2010). Reuse in Systems Engineering.
  16. P Sandhu,P Blecharz,H Singh (2008). A Taguchi Approach to Investigate Impact of Factors for Reusability of Software Components.
  17. Ch Hari,P Reddy,J Kumar,G Sriramganesh,V M K Ch,Hari (2009). Identifying the Importance of Software Reuse in COCOMO81, COCOMOII.
  18. N Ozarin (2008). Lessons Learned on Five Large-Scale System Developments.
  19. S Condon,M Regardie,M Stark (1993). Cost and Schedule Estimation Study Report.

Funding

No external funding was declared for this work.

Conflict of Interest

The authors declare no conflict of interest.

Ethical Approval

No ethics committee approval was required for this article type.

Data Availability

Not applicable for this article.

How to Cite This Article

Jyoti Mahajan. 1970. \u201cAn Approach for Effort Estimation having Reusable Components in Software Development\u201d. Unknown Journal GJCST Volume 11 (GJCST Volume 11 Issue 20): .

Download Citation

Issue Cover
GJCST Volume 11 Issue 20
Pg. 31- 36
Journal Specifications
Version of record

v1.2

Issue date

Language
en
Experiance in AR

Explore published articles in an immersive Augmented Reality environment. Our platform converts research papers into interactive 3D books, allowing readers to view and interact with content using AR and VR compatible devices.

Read in 3D

Your published article is automatically converted into a realistic 3D book. Flip through pages and read research papers in a more engaging and interactive format.

Article Matrices
Total Views: 20124
Total Downloads: 10874
2026 Trends
Related Research

Published Article

Estimation of the effort required for development has been researched for over 25 years now. Still there exists no concrete solution to estimate the development effort. Prior experience in similar type of projects is a key for business today. This paper proposes an Effort Estimation Model named REBEE based on the reusable matrices to effectively estimate the effort to be involved for development. A project is assumed to consist of multiple modules and the reusability factor of each module is considered in the technique described here. REBEE utilizes fuzzy logic and dynamic neural networks to achieve its goal. Based on the experimental evaluation discussed in this paper it is evident that this model accurately predicts the effort involved on heterogeneous project types.

Our website is actively being updated, and changes may occur frequently. Please clear your browser cache if needed. For feedback or error reporting, please email [email protected]

Request Access

Please fill out the form below to request access to this research paper. Your request will be reviewed by the editorial or author team.
X

Quote and Order Details

Contact Person

Invoice Address

Notes or Comments

This is the heading

Lorem ipsum dolor sit amet, consectetur adipiscing elit. Ut elit tellus, luctus nec ullamcorper mattis, pulvinar dapibus leo.

High-quality academic research articles on global topics and journals.

An Approach for Effort Estimation having Reusable Components in Software Development

Jyoti Mahajan
Jyoti Mahajan University of Jammu
Devanand
Devanand

Research Journals