Improving Particle Swarm Optimization with Self-adaptive Parameters, Rotational Invariance, and Diversity Control

Author:

Vasconcelos Matheus,Flexa Caio,Moreira Igor,Santos Reginaldo,Sales Claudomiro

Publisher

Springer International Publishing

Reference21 articles.

1. Awad, N., Ali, M., Liang, J.J., Qu, B., Suganthan, P.: Problem definitions and evaluation criteria for the CEC 2017 special session and competition on single objective real-parameter numerical optimization. Technical report (2016)

2. Bonyadi, M.R., Michalewicz, Z.: A locally convergent rotationally invariant particle swarm optimization algorithm. Swarm Intell. 8(3), 159–198 (2014)

3. Derrac, J., García, S., Molina, D., Herrera, F.: A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms. SEC 1(1), 3–18 (2011)

4. Drake, J.H., Kheiri, A., Özcan, E., Burke, E.K.: Recent advances in selection hyper-heuristics. Eur. J. Oper. Res. 285(2), 405–428 (2020)

5. Eberhart, R., Kennedy, J.: Particle swarm optimization. In: Proceedings of the IEEE International Conference on Neural Networks, vol. 4, pp. 1942–1948 (1995)

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