Hyperparameter optimization for effort estimation

T Xia, R Krishna, J Chen, G Mathew, X Shen… - arXiv preprint arXiv …, 2018 - arxiv.org
Software analytics has been widely used in software engineering for many tasks such as
generating effort estimates for software projects. One of the" black arts" of software analytics …

Software effort estimation using particle swarm optimization: Advances and challenges

DKK Reddy, HS Behera - … in Pattern Recognition: Proceedings of CIPR …, 2020 - Springer
The objective of software effort estimation is the analytical calculation for estimating the size,
effort, time, and cost of the project, which are interrelated to the software development life …

Optimizing effort and time parameters of COCOMO II estimation using fuzzy multi-objective PSO

K Langsari, R Sarno - 2017 4th International Conference on …, 2017 - ieeexplore.ieee.org
The estimation of software effort is an essential and crucial activity for the software
development life cycle. Software effort estimation is a challenge that often appears on the …

Optimizing effort parameter of COCOMO II using particle swarm optimization method

K Langsari, R Sarno, S Sholiq - … Computing Electronics and …, 2018 - telkomnika.uad.ac.id
Estimating the effort and cost of software is an important activity for software project
managers. A poor estimate (overestimates or underestimates) will result in poor software …

ARP–GWO: an efficient approach for prioritization of risks in agile software development

B Prakash, V Viswanathan - Soft Computing, 2021 - Springer
Risk management is considered as a critical project management activity that needs to be
performed for successful software development. Within risk management, risk prioritization is …

A self-adaptive differential evolution using a new adaption based operator for software cost estimation

SK Gouda, AK Mehta - Journal of The Institution of Engineers (India) …, 2023 - Springer
Today, predicting software parameters accurately during the initial software development
stage is one of the biggest challenges facing most companies. In this article, it was …

[PDF][PDF] Analysis of software cost estimation using fuzzy logic

I Maleki, L Ebrahimi, S Jodati… - International Journal in …, 2014 - academia.edu
The growing application of software and resource constraints in software projects
development need a more accurate estimate of the cost and effort because of the …

An Improved COCOMO based Model to Estimate the Effort of Software Projects

BV KHATIBI, M Dorosti - 2016 - sid.ir
One of important aspects of SOFTWARE PROJECTS is estimating the cost and time required
to develop projects. Nowadays, this issue has become one of the key concerns of project …

Optimizing COCOMO II parameters using particle swarm method

K Langsari, R Sarno - 2017 3rd international conference on …, 2017 - ieeexplore.ieee.org
The estimation of software effort is an essential and crucial activity for the software
development life cycle. It is a problem that often appears on the project of making a software …

Solving agile software development problems with swarm intelligence algorithms

L Brezočnik, I Fister, V Podgorelec - New Technologies, Development and …, 2020 - Springer
This paper outlines a short overview of swarm intelligence algorithms that are used within
the software engineering area. Swarm intelligence algorithms have been used in many …