Journal of System Simulation
Abstract
Abstract: An enhanced multi-modal fireworks algorithm based on the loser-out tournament is proposed. A new position-based mapping rule is used to map the explosion sparks beyond the upper boundary of the explosion space to the area near the upper boundary, and to map the one below the lower boundary to the area near the lower boundary. A strategy which adaptively adjusts the number of explosion sparks is introduced to better balance the global and local search abilities of the algorithm. The 28 functions in the CEC2013 standard test function set are selected to the test. Experimental results show that the proposed algorithm performs search better.
Recommended Citation
Shen, Xiaoning; Qian, Wang; Yao, Huang; and Xuan, You
(2020)
"An Enhanced Multi-modal Function Optimization Fireworks Algorithm Base on Loser-out Tournament,"
Journal of System Simulation: Vol. 32:
Iss.
1, Article 2.
DOI: 10.16182/j.issn1004731x.joss.19-0225
Available at:
https://dc-china-simulation.researchcommons.org/journal/vol32/iss1/2
First Page
9
Revised Date
2019-09-04
DOI Link
https://doi.org/10.16182/j.issn1004731x.joss.19-0225
Last Page
11
CLC
TP391.9
Recommended Citation
Shen Xiaoning, Wang Qian, Huang Yao, You Xuan. An Enhanced Multi-modal Function Optimization Fireworks Algorithm Base on Loser-out Tournament[J]. Journal of System Simulation, 2020, 32(1): 9-11.
DOI
10.16182/j.issn1004731x.joss.19-0225
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