Abstract
This article presents a comparative analysis between Cuckoo Search Optimization Algorithm, Lion Optimization Algorithm and Ant-Lion Optimization Algorithm. Zachary karate Club, The Bottlenose Dolphin Network, American College Football Network, and Facebook used as benchmark datasets for comparison, the results proved those algorithms can define the structure and detect communities of complex networks with high accuracy and quality based on different method that it used. The Cuckoo Search Optimization Algorithm is the best algorithm compared to Ant-Lion Optimization Algorithm and Lion Optimization Algorithm as it got greatest number of communities, detect communities in used benchmark datasets with average accuracy %69, average modularity %62 and average fitness %60.
Sign-in/Register to access full text options 
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callMore From: International Journal of Rough Sets and Data Analysis
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
