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Nandal, Deepak. A novel approach for software effort estimation using optimized C&K metrics. (). King Mongkut's University of Technology North Bangkok. Central Library. : , 2022.
A novel approach for software effort estimation using optimized C&K metrics
Name: Jangra, Rekha
Organization :
Guru Jambheshwar University of Science and Technology. Dept. name of CSE
Email :
Rekhajangra42@gmail.com
Name: Sangwan, Om Parkash
Organization :
Guru Jambheshwar University of Science and Technology. Dept. name of CSE
Email :
sangwan0863@gmail.com
Name: Nandal, Deepak
Organization :
Guru Jambheshwar University of Science and Technology. Dept. name of CSE
Email :
gju.dpknandal@gmail.com
LCSH:
Software engineering
LCSH:
Software measurement
Abstract:
Research has focused on the technique of
measuring the genuine software maintenance effort in case of
object-oriented system using C&K metrics. Previous studies
have demonstrated that assessing maintenance effort is a timeconsuming
and costly Endeavour. Thus, various soft computing
methodologies must be employed to prioritize and assess effort.
The purpose of this research is to look at several maintenance
effort estimation methodologies in software testing in order to
come up with an algorithm that leverages object-oriented
complexity inferred from C&Kmetrics to estimate maintenance
work. Finally, the proposed study will investigate and compare
the recommended approach to other algorithms. In a literature
analysis, the research paper offered an overview of existing
approaches for estimating maintenance labor. For objectoriented
applications, research has created an effort estimate
technique based on enhancing C&K measures. The
recommended technique prioritizes modules employing the
attributes WMC, NOC, CBO, LCOM, DIT, and RFC during
effort estimation using C&K metrics in object-oriented
programs. This technique was intended to measure the difficulty
of object-oriented programming sustained programming.
Particle swarm optimization was utilized to find the ideal weight
value. For various modules, object-oriented metrics are utilized
to generate rankings. A solution for calculating effort has been
offered, as well as a unique way for ranking utilizing a weight
mechanism.
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Created:
2022
Modified:
2024-05-24
Issued:
2024-05-24
บทความ/Article
application/pdf
BibliograpyCitation :
In IEEE Computer Society. 2022 Fifth International Conference on Computational Intelligence and Communication Technologies (CCICT 2022) (pp.505-513). Los Alamitos, CA : IEEE Computer Society
eng
©copyrights King Mongkut's University of Technology North Bangkok
RightsAccess:
ใช้เวลา
0.03939 วินาที
Jangra, Rekha
| Title | Contributor | Type |
|---|---|---|
| A novel approach for software effort estimation using optimized C&K metrics
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Jangra, Rekha;Sangwan, Om Parkash;Nandal, Deepak | บทความ/Article | |
| A holistic review on optimization strategies for c & k metrics in object-oriented testing
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Jangra, Rekha;Sangwan, Om Parkash;Nandal, Deepak | บทความ/Article |
Sangwan, Om Parkash
| Title | Contributor | Type |
|---|---|---|
| A novel approach for software effort estimation using optimized C&K metrics
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Jangra, Rekha;Sangwan, Om Parkash;Nandal, Deepak | บทความ/Article | |
| A holistic review on optimization strategies for c & k metrics in object-oriented testing
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Jangra, Rekha;Sangwan, Om Parkash;Nandal, Deepak | บทความ/Article |
Nandal, Deepak
| Title | Contributor | Type |
|---|---|---|
| A systematic literature review of machine learning techniques for software effort estimation models
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Brar, Pooja;Nandal, Deepak | บทความ/Article | |
| A novel approach for software effort estimation using optimized C&K metrics
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Jangra, Rekha;Sangwan, Om Parkash;Nandal, Deepak | บทความ/Article | |
| A holistic review on optimization strategies for c & k metrics in object-oriented testing
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Jangra, Rekha;Sangwan, Om Parkash;Nandal, Deepak | บทความ/Article |