Optimal Performance and Application for Firework Algorithm Using a Novel Chaotic Approach

Optimal Performance and Application for Firework Algorithm Using a Novel Chaotic Approach

Aimed at the bottleneck of Firework Algorithm's performance and the problem that it is easy to fall into the local extremum, this paper introduces a chaotic map approach and analyzes its statistical characteristics. New hybrid chaotic systems and a chaotic perturbation operator are designed. Ba...

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Bibliographic Details
Main Authors: Weilin Luo, Hongbin Jin, Hao Li, Xi Fang, Ronghua Zhou
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Firework algorithm
chaotic map
chaotic perturbation
hybrid chaotic systems
blind source separation
Online Access:https://ieeexplore.ieee.org/document/9123850/

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