Yanlian Du
Papers
1
Total Citations
60
H-Index
1
About
Yanlian Du is a prominent researcher in the field of swarm intelligence and metaheuristic optimization, with a focus on developing advanced algorithms to solve complex engineering and computational problems. Her most notable contribution is the creation of the DTSMA (Dominant Swarm with Adaptive T-distribution Mutation-based Slime Mould Algorithm), published in 2022, which has already garnered 60 citations. This work addresses critical limitations of the original Slime Mould Algorithm (SMA), particularly its poor balance between exploration and exploitation and its tendency to become trapped in local optima. By introducing a dominant swarm mechanism and adaptive T-distribution mutation, Du’s algorithm significantly enhances convergence accuracy and global search capability, making it a powerful tool for real-world optimization tasks. Her research has a tangible impact, as evidenced by the rapid citation growth of her work, reflecting its relevance and utility in the optimization community. Du’s contributions are instrumental in advancing the state-of-the-art in swarm-based metaheuristics, offering robust solutions that inspire further innovation in algorithm design and application.
Research Focus
Key Achievements
Top Papers
- 1