This research demonstrates improved accuracy in multidimensional optimization using human-swarm interaction strategies, suggesting advancements in algorithm efficiency.
Key Points
The HSI-MA achieved 85% dominance in test cases for optimization efficiency, reducing iterations significantly.
Validation across seven benchmark functions proved the HSI-MA's accuracy with p < 0.05 compared to traditional methods.
Analysis of five engineering design problems showed the HSI-MA outperformed 36 leading optimizers in 70% of cases.
The integration of human intelligence in the algorithm supports its adaptability and efficiency in complex scenarios.