Application of metaheuristic techniques in software quality prediction: a systematic mapping study

K Lakra, A Chug - International Journal of intelligent …, 2021 - inderscienceonline.com
This paper focuses on the systematic review of various metaheuristic techniques employed
for analysing different software quality aspects, including fault proneness, defect …

[HTML][HTML] A systematic review on software reliability prediction via swarm intelligence algorithms

LS Kong, MB Jasser, SSM Ajibade… - Journal of King Saud …, 2024 - Elsevier
The widespread integration of software into all parts of our lives has led to the need for
software of higher reliability. Ensuring reliable software usually necessitates some form of …

Parameter optimization of software reliability models using improved differential evolution algorithm

T Yaghoobi - Mathematics and Computers in Simulation, 2020 - Elsevier
Differential evolution (DE) is known as a strong and simple optimization method able to work
with non-differential, nonlinear, and multimodal functions. This paper proposes a modified …

Моделирование надежности распределённых информационных систем

ГП Акимова, АВ Соловьев, ИА Тарханов - … и вычислительные системы, 2019 - mathnet.ru
В статье рассматривается методология моделирования схем надежности больших
территориально распределенных информационных систем. В большинстве проектов …

Development of software reliability models using a hybrid approach and validation of the proposed models using big data

P Govindasamy, R Dillibabu - The Journal of Supercomputing, 2020 - Springer
This article proposes three software reliability models based on a hybrid approach
combining NHPP models, Weibull model, and exponential model. The software failure is first …

Parameter estimation of software reliability growth models: a comparison between grey wolf optimizer and improved grey wolf optimizer

AA Musa, SH Imam, A Choudhary… - … Conference on Cloud …, 2021 - ieeexplore.ieee.org
In modern era, industries demand for innovative and reliable software solutions. To maintain
the reliability level of softwares various software reliability growth models were proposed in …

Multi-phase algorithm design for accurate and efficient model fitting

J Steakelum, J Aubertine, K Chen, V Nagaraju… - Annals of Operations …, 2022 - Springer
Recent research applies soft computing techniques to fit software reliability growth models.
However, runtime performance and the distribution of the distance from an optimal solution …

Software release planning using grey wolf optimizer

V Verma, N Neha, AG Aggarwal - Soft computing methods for system …, 2020 - igi-global.com
This chapter presents the application of grey wolf optimizer in software release planning
considering warranty based on the proposed mathematical model that measures reliability …

State-of-the-Art Literature Review on Classification of Software Reliability Models

V Shinde, SK Bharadwaj, DK Mishra - Multi-Criteria Decision …, 2022 - taylorfrancis.com
In this chapter, the classification of software reliability models (SRMs) is studied on the basis
of effective and efficient quality of SRMs and the software faults with categorisation of vast …

A Hybrid Model Fitting Framework Considering Accuracy and Performance

V Nagaraju, L Fiondella - Reliability and Maintenance Modeling …, 2023 - taylorfrancis.com
Historically, numerical algorithms such as Newton's method were employed, which required
good initial parameter estimates and therefore a high level of expertise to apply SRGM …