Abstract
The explosion amplitude in FWA is a key factor influencing the performance of fireworks algorithm, which needs to be controlled precisely. In this chapter, a new FWA algorithm called Adaptive Fireworks Algorithm is proposed by replacing the explosion amplitude operator in FWA with an adaptive method.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Y. Tan, Y. Zhu, Fireworks algorithm for optimization, in Advances in Swarm Intelligence (Springer, Berlin, 2010), pp. 355–364
S. Zheng, A. Janecek, Y. Tan, Enhanced fireworks algorithm, in 2013 IEEE Congress on Evolutionary Computation (CEC) (IEEE, 2013), pp. 2069–2077
J. Li, S. Zheng, Y. Tan, Adaptive fireworks algorithm, in IEEE Congress on Evolutionary Computation (CEC) (2014), pp. 3214–3221
J.J. Liang, B.Y. Qu, P.N. Suganthan, A.G. Hernández-DÃaz, Problem Definitions And Evaluation Criteria for the CEC 2013 Special Session On Real-parameter Optimization (2013)
D. Bratton, J. Kennedy, Defining a standard for particle swarm optimization, in Swarm Intelligence Symposium, SIS 2007 (IEEE, 2007), pp. 120–127
M. Zambrano-Bigiarini, M. Clerc, R. Rojas, Standard particle swarm optimisation 2011 at CEC-2013: a baseline for future PSO improvements, in 2013 IEEE Congress on Evolutionary Computation (CEC) (2013), pp. 2337–2344
Y. Tan, C. Yu, S. Zheng, K. Ding, Introduction to fireworks algorithm. Int. J. Swarm Intell. Res. (IJSIR) 4(4), 39–70 (2013)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Copyright information
© 2015 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Tan, Y. (2015). Adaptive Fireworks Algorithm. In: Fireworks Algorithm. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-46353-6_8
Download citation
DOI: https://doi.org/10.1007/978-3-662-46353-6_8
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-662-46352-9
Online ISBN: 978-3-662-46353-6
eBook Packages: Computer ScienceComputer Science (R0)