关键词: 烟花爆炸, 马尔科夫过程, 收敛性

Abstract:

This paper analyzes the advantages and disadvantages of the fireworks blast algorithm (FEO)based on the PSO algorithm, uses the idea of exchange operator for reference, and proposes an improved algorithm for FEO. The algorithm discusses in detail the construction of the exchange operator, gives of specific operational processes, and focuses on the improvement of the fireworks explosion proof algorithm with probability 1 convergence to the global optimal solution. Finally, three simulation standard test functions are performed and compared with other intelligent optimization algorithms. The result of comparison is that the improved FEO algorithm achieves very good results, and has obvious advantages.

Key words: fireworks explosion;Markov process;convergence