Jun DAI, Jianqi SHEN. Application of Genetic Algorithm in Particle Size Measurement Technology Based on Forward Light Scattering[J]. Acta Photonica Sinica, 2021, 50(5): 213
- Acta Photonica Sinica
- Vol. 50, Issue 5, 213 (2021)
Fig. 1. Schematic of particle size measurement based on forward light scattering
Fig. 2. The variation trend of the best fitness value with genetic iteration
Fig. 3. The variation trend of the best fitness value with population scale
Fig. 4. The variation trend of the best fitness with crossover operator
Fig. 5. The variation trend of the best fitness value with mutation operator
Fig. 6. The change trend of curve error H with weight coefficient α
Fig. 7. Results of different particle groups inversed by genetic algorithm
Fig. 8. The curve error H of different particle groups
Fig. 9. Optimized genetic algorithm inversion results of different particle groups under different noise
Fig. 10. Particle size distribution inversed by optimized genetic algorithm of unimodal particle group
Fig. 11. Particle size distribution inversed by optimized genetic algorithm of bimodal particle system
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Table 1. The setting of distribution parameters for different particle groups
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