Particle swarm optimization algorithm and its applications: a systematic review

AG Gad - Archives of computational methods in engineering, 2022 - Springer
Throughout the centuries, nature has been a source of inspiration, with much still to learn
from and discover about. Among many others, Swarm Intelligence (SI), a substantial branch …

Task scheduling in cloud computing based on meta-heuristics: review, taxonomy, open challenges, and future trends

EH Houssein, AG Gad, YM Wazery… - Swarm and Evolutionary …, 2021 - Elsevier
Cloud computing is a recently looming-evoked paradigm, the aim of which is to provide on-
demand, pay-as-you-go, internet-based access to shared computing resources (hardware …

Major advances in particle swarm optimization: theory, analysis, and application

EH Houssein, AG Gad, K Hussain… - Swarm and Evolutionary …, 2021 - Elsevier
Over the ages, nature has constantly been a rich source of inspiration for science, with much
still to discover about and learn from. Swarm Intelligence (SI), a major branch of artificial …

A mayfly optimization algorithm

K Zervoudakis, S Tsafarakis - Computers & Industrial Engineering, 2020 - Elsevier
This paper introduces a new method called the Mayfly Algorithm (MA) to solve optimization
problems. Inspired from the flight behavior and the mating process of mayflies, the proposed …

Task scheduling algorithms for energy optimization in cloud environment: a comprehensive review

R Ghafari, FH Kabutarkhani, N Mansouri - Cluster Computing, 2022 - Springer
Cloud computing is very popular because of its unique features such as scalability, elasticity,
on-demand service, and security. A large number of tasks are performed simultaneously in a …

[HTML][HTML] Heuristic initialization of PSO task scheduling algorithm in cloud computing

SA Alsaidy, AD Abbood, MA Sahib - … of King Saud University-Computer and …, 2022 - Elsevier
Task scheduling is one of the major issues in cloud computing environment. Efficient task
scheduling is substantial to attain cost-effective execution and improve resource utilization …

Improved many-objective particle swarm optimization algorithm for scientific workflow scheduling in cloud computing

S Saeedi, R Khorsand, SG Bidgoli… - Computers & Industrial …, 2020 - Elsevier
Optimized scientific workflow scheduling can greatly improve the overall performance of
cloud computing. As workflow scheduling belongs to NP-complete problem, so, meta …

[HTML][HTML] A survey on PSO based meta-heuristic scheduling mechanism in cloud computing environment

A Pradhan, SK Bisoy, A Das - Journal of King Saud University-Computer …, 2022 - Elsevier
With the increasing of the scale of task or request and dynamic nature of cloud resources, it
gives significant issues of load balancing, resource utilization, task allocation, and system …

Application of novel binary optimized machine learning models for monthly streamflow prediction

RM Adnan, HL Dai, RR Mostafa, ARMT Islam… - Applied Water …, 2023 - Springer
Accurate measurements of available water resources play a key role in achieving a
sustainable environment of a society. Precise river flow estimation is an essential task for …

Cloud computing simulators: A comprehensive review

N Mansouri, R Ghafari, BMH Zade - Simulation Modelling Practice and …, 2020 - Elsevier
Nowadays, cloud computing is an emerging technology due to virtualization and providing
low price services on pay-as per-use basis. One of the main challenges in this regard is how …