Pso-ga-based resource allocation strategy for cloud-based software services with workload-time windows

Z Chen, L Yang, Y Huang, X Chen, X Zheng… - IEEE …, 2020 - ieeexplore.ieee.org
PSO and GA, we propose a particle swarm optimization and genetic algorithm (PSO-GA)
based resource allocation method for cloud-based software services. With the support of the …

Workflow scheduling using hybrid GAPSO algorithm in cloud computing

AM Manasrah, H Ba Ali - Wireless Communications and Mobile …, 2018 - Wiley Online Library
GA-PSO algorithm is proposed to allocate tasks to the resources efficiently. The Hybrid
GA-PSO … as Software as a Service (SaaS), Infrastructure as a Service (IaaS), and Platform as a …

A parallel hybrid PSO-GA algorithm for the flexible flow-shop scheduling with transportation

A Amirteimoori, I Mahdavi, M Solimanpur, SS Ali… - Computers & Industrial …, 2022 - Elsevier
… the makespan and Lingo software is employed to tackle the problem. Since the model is
NP-hard, an Artificial Bee Colony (ABC) algorithm in addition to GA is proposed to attain near-…

A comparative study of improved GA and PSO in solving multiple traveling salesmen problem

H Zhou, M Song, W Pedrycz - Applied Soft Computing, 2018 - Elsevier
… For comparative analysis, we also adopt particle swarm optimization algorithm (PSO) and
one state of the art method (invasive weed optimization algorithm from literature) to solve …

[PDF][PDF] A novel hybrid GA and SVM with PSO feature selection for intrusion detection system

M Moukhafi, K El Yassini, S Bri - Int. J. Adv. Sci. Res. Eng, 2018 - researchgate.net
… the Internet and Network based services, the severity of network … Originally, the two began
developing software simulations … binary PSO algorithm developed from the previous PSO and …

Web service composition using PSO—ACO

S Gohain, A Paul - … International conference on recent trends in …, 2016 - ieeexplore.ieee.org
… The definition of a web service is that "a software system designed to support … PSO with
GA and show that PSO is easy to implement andthere are few parameters to adjust but in GA

Hybrid genetic algorithm and modified-particle swarm optimization algorithm (GA-MPSO) for predicting scheduling virtual machines in educational cloud platforms

S Supreeth, K Patil - … Journal of Emerging Technologies in Learning …, 2022 - learntechlib.org
services are undertaken through the internet medium where it stores up the data, databases,
servers, networking, and other software … conquers rule, the GA and PSO produce equivalent …

Comparison Between Genetic Algorithm (GA) and Particle Swarm Optimization (PSO) for Hardware Software Partition in Embedded System

AAA Wahab, SSN Alhady, WAFW Othman… - Proceedings of the 11th …, 2022 - Springer
GA-GA-PSO obtained a smooth as the successive PSO graph. In conclusion, a new idea of
hybrid across PSO and GA … it results into a better solution for Hardware Software Partitioning. …

Applying particle swarm optimization to software performance prediction an introduction to the approach

AAA Saed, WMNW Kadir - … Malaysian Conference in Software …, 2011 - ieeexplore.ieee.org
… using GA is described to be used by our approach for validation. This paper has concluded
that, PSO … In this paper we present the outlines of our approach which uses quality of services

[HTML][HTML] Hybrid support vector regression with parallel co-evolution algorithm based on GA and PSO for forecasting monthly rainfall

J Wu, Y Xie - Journal of Software Engineering and Applications, 2019 - scirp.org
GA and imports optimized PSO algorithm. In order to overcome the shortcoming of the standard
PSO algorithm and GA… co-evolution of “GA-PSO”, taking GA and PSO to iterate each other…