A survey on dragonfly algorithm and its applications in engineering
نویسندگان
چکیده
The dragonfly algorithm was developed in 2016. It is one of the algorithms used by researchers to optimize an extensive series uses and applications various areas. At times, it offers superior performance compared most well-known optimization techniques. However, this faces several difficulties when utilized enhance complex problems. This work addressed robustness method solve real-world issues, its deficiency improve review paper shows a comprehensive investigation engineering area. First, overview discussed. Besides, we also examined modifications algorithm. merged forms with different techniques that have been done make perform better are addressed. Additionally, survey on area offered. field mechanical problems, electrical optimal parameters, economic load dispatch, loss reduction. tested evaluated against particle swarm firefly To evaluate ability other participated set traditional benchmarks (TF1-TF23) were utilized. Moreover, examine large-scale problems CEC-C2019 A comparison made between metaheuristic show outcomes from works previously benchmark test functions proved (GWO, PSO, GA), owns excellent performance, especially for small intermediate applications. congestion facts technique some future presented. authors conducted research help who want study utilize
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ژورنال
عنوان ژورنال: Evolutionary Intelligence
سال: 2021
ISSN: ['1864-5909', '1864-5917']
DOI: https://doi.org/10.1007/s12065-021-00659-x