Tuna Swarm Optimization: A Novel Swarm-Based Metaheuristic Algorithm for Global Optimization

In this paper, a novel swarm-based metaheuristic algorithm is proposed, which is called tuna swarm optimization (TSO). The main inspiration for TSO is based on the cooperative foraging behavior of tuna swarm. The work mimics two foraging behaviors of tuna swarm, including spiral foraging and parabol...

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Bibliographic Details
Published in:Computational intelligence and neuroscience 2021, Vol.2021 (1), p.9210050
Main Authors: Xie, Lei, Han, Tong, Zhou, Huan, Zhang, Zhuo-Ran, Han, Bo, Tang, Andi
Format: Article
Language:English
Subjects:
Algorithms
Analysis
Benchmarking
Computer Simulation
Design engineering
Education
Engineering
Evolution
Exploitation
Food
Foraging behavior
Global optimization
Heuristic methods
Mathematical models
Mathematical optimization
Methods
Optimization algorithms
Review
Swimming
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