2024
DOI: 10.25139/inform.v9i2.7934
|View full text |Cite
|
Sign up to set email alerts
|

Unveiling the Collective Wisdom: A Review of Swarm Intelligence in Problem Solving and Optimization

Hewa Majeed Zangana,
Zina Bibo Sallow,
Mohammed Hazim Alkawaz
et al.

Abstract: Swarm intelligence, inspired by the collective behaviour of natural swarms and social insects, represents a powerful paradigm for solving complex optimization and decision-making problems. In this review paper, we provide an overview of swarm intelligence, covering its definition, principles, algorithms, applications, performance evaluation, challenges, and future directions. We discuss prominent swarm intelligence algorithms, such as ant colony optimization, particle swarm optimization, and artificial bee col… Show more

Help me understand this report

Search citation statements

Order By: Relevance

Paper Sections

Select...

Citation Types

0
0
0

Year Published

2024
2024
2024
2024

Publication Types

Select...
5

Relationship

0
5

Authors

Journals

citations
Cited by 8 publications
references
References 28 publications
0
0
0
Order By: Relevance