A Survey on Cat Swarm Optimization Algorithm
Rasheed R. Ihsan, Saman M. Almufti, Bijar M. S. Ormani, Renas R. Asaad, Ridwan B. Marqas
Asian Journal of Research in Computer Science · pp. 22–32 · Published 29 Jun 2021
10.9734/ajrcos/2021/v10i230237Abstract
Swarm based optimization algorithms are a collection of intelligent techniques in the field of Artificial Intelligence (AI) were developed for simulating the intelligent behavior of animals. Over the years ago, problems complexity increased in a means that it is very difficult for basic mathematical approaches to obtain an optimum solution in an optimal time, this leads the researchers to develop various algorithms base on the natural behaviors of living beings for solving problems. This paper present a review for Cat Swarm Optimization (CSO), which is a powerful metaheuristic swarm-based optimization algorithm inspired by behaviors of cats in the Nature for solving optimization problems. Since its first appearances in 2006, CSO has been improved and applied in different fields by many researchers. In this review, we majorly focus on the original CSO algorithm and some improved branches of CSO family algorithms. Some examples of utilizing CSO to solve problems in engineering are also reviewed.
Cited by 34
Noor Saud Abd, K. Karoui, Mohammed Ghassan Abdulkareem · Security and Safety · 2025
Shayesteh Tabatabaei · Wireless personal communications · 2024
Ahmad K. Al Hwaitat, H. Fakhouri · Symmetry · 2024
Saman M. Almufti · Academic Journal of Nawroz University · 2023
Moch. Nauval, Rizaldi Nasril, Z. Baizal · International Conference on Information and Communicatiaon Technology · 2023
Reving Masoud, Feruza Makhammatkosimovna Kuchkarova · Qubahan Techno Journal · 2023
Awaz Ahmad Shaban, Jayson A. Dela Fuente, Merdin Shamal Salih · Qubahan Academic Journal · 2023
R. Paulraj, M. Tejasree, S. D · International Conference on Communication and Electronics Systems · 2023
R. Paulraj, Steve Paul, Telkar Sai Gopichand · International Conference on Communication and Electronics Systems · 2023
Renas Rajab Asaad, Rasan Ismael Ali, Zeravan Arif Ali · Academic Journal of Nawroz University · 2023
Related research
- Effect of Optimization of Cultural Parameters on Exobiopolymer Production by Microbial Isolates and Their Application in Wastewater Treatment — shares topic coverage
- Optimization of β-galactosidase Production from Yogurt and Dairy Soil Associated Bacteria Using Different Fermentation Media — shares topic coverage
- Proteases Production by a Bacterial Isolate Bacillus amyloliquefaciens 35s Obtained from Soil of the Nile Delta of Egypt — shares topic coverage
- Study of Effect of Nutritional Factors for Optimization of Lipase Production by Lipolytic Fungi — shares topic coverage
- Screening of Bacterial Strains of Agricultural Waste Origin for Βeta-mannanase Production and Optimization of Process Parameters — shares topic coverage
Article metrics
Real usage data collected on this platform.
0
Page views
0
PDF downloads
0
Outbound clicks
34
Citations
Views by country
Approximate, from request IP at view time — not citizenship or institution. Countries with fewer than 5 views are grouped as "Other".
No views recorded yet.
Traffic sources
Referring site, by host.
No traffic recorded yet.
Views and downloads exclude known bots/crawlers. Citations combines this platform's own DOI-resolved index with each external source's own reported total — see Cited by above for individually listed citing works. Last refreshed 0 seconds ago.