Swarm Intelligence Algorithms for Optimization Problems a Survey of Recent Advances and Applications

For many years swarm intelligence (SI) algorithms have shown successful performance for complex optimization problems in many fields. Challenges are still there as computational complexity, premature convergence, sensitivity to parameters, and limitation of scaling in spite of their success. This cr...

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Bibliographic Details

Published in:	ITM Web of Conferences
Main Authors:	Mande Smita Samrat, M Srinivasulu, Anand Sruthi, K Anuradha, Tiwari Mohit, U Esakkiammal
Format:	Article
Language:	English
Published:	EDP Sciences 2025-01-01
Subjects:	swarm intelligence optimization problems computational complexity premature convergence parameter sensitivity exploration-exploitation balance
Online Access:	https://www.itm-conferences.org/articles/itmconf/pdf/2025/07/itmconf_icsice2025_05008.pdf