[HTML][HTML] 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 …

[HTML][HTML] A review on genetic algorithm: past, present, and future

S Katoch, SS Chauhan, V Kumar - Multimedia tools and applications, 2021 - Springer
In this paper, the analysis of recent advances in genetic algorithms is discussed. The genetic
algorithms of great interest in research community are selected for analysis. This review will …

White Shark Optimizer: A novel bio-inspired meta-heuristic algorithm for global optimization problems

M Braik, A Hammouri, J Atwan, MA Al-Betar… - Knowledge-Based …, 2022 - Elsevier
This paper presents a novel meta-heuristic algorithm so-called White Shark Optimizer
(WSO) to solve optimization problems over a continuous search space. The core ideas and …

Honey Badger Algorithm: New metaheuristic algorithm for solving optimization problems

FA Hashim, EH Houssein, K Hussain… - … and Computers in …, 2022 - Elsevier
Recently, the numerical optimization field has attracted the research community to propose
and develop various metaheuristic optimization algorithms. This paper presents a new …

[HTML][HTML] The arithmetic optimization algorithm

L Abualigah, A Diabat, S Mirjalili, M Abd Elaziz… - Computer methods in …, 2021 - Elsevier
This work proposes a new meta-heuristic method called Arithmetic Optimization Algorithm
(AOA) that utilizes the distribution behavior of the main arithmetic operators in mathematics …

Swarm robotics: Past, present, and future [point of view]

M Dorigo, G Theraulaz, V Trianni - Proceedings of the IEEE, 2021 - ieeexplore.ieee.org
Swarm robotics deals with the design, construction, and deployment of large groups of
robots that coordinate and cooperatively solve a problem or perform a task. It takes …

A tutorial on the design, experimentation and application of metaheuristic algorithms to real-world optimization problems

E Osaba, E Villar-Rodriguez, J Del Ser… - Swarm and Evolutionary …, 2021 - Elsevier
In the last few years, the formulation of real-world optimization problems and their efficient
solution via metaheuristic algorithms has been a catalyst for a myriad of research studies. In …

A novel algorithm for global optimization: rat swarm optimizer

G Dhiman, M Garg, A Nagar, V Kumar… - Journal of Ambient …, 2021 - Springer
This paper presents a novel bio-inspired optimization algorithm called Rat Swarm Optimizer
(RSO) for solving the challenging optimization problems. The main inspiration of this …

Reflections on the future of swarm robotics

M Dorigo, G Theraulaz, V Trianni - Science Robotics, 2020 - science.org
Reflections on the future of swarm robotics | Science Robotics news careers commentary
Journals Science Science brought to you byGoogle Indexer Log in science science …

[HTML][HTML] Swarm robotic behaviors and current applications

M Schranz, M Umlauft, M Sende… - Frontiers in Robotics and …, 2020 - frontiersin.org
In swarm robotics multiple robots collectively solve problems by forming advantageous
structures and behaviors similar to the ones observed in natural systems, such as swarms of …