Three Steps to Improve Jellyfish Search Optimiser
نویسندگان
چکیده
This paper describes three different mechanisms used in Jellyfish Search (JS) optimiser. At first, an archive of good old solutions is to prevent getting stuck the local-optima area. Further, a distribution coefficient beta adapted during search process control population diversity. Finally, Eigen transformation individuals reproduction occasionally cope with rotated functions. Three proposed variants JS optimiser are compared original algorithm and nine various well-known Nature-inspired optimisation methods when solving real-world problems CEC 2011. Provided results achieved by statistical comparison show efficiency individual newly employed mechanisms.
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ژورنال
عنوان ژورنال: Mendel ...
سال: 2021
ISSN: ['1803-3814', '1803-3822', '2571-3701']
DOI: https://doi.org/10.13164/mendel.2021.1.029