This paper proposes an adaptive grouping-based hybrid PSO-GA algorithm to address PSO's premature convergence and GA's slow convergence. The algorithm dynamically partitions the population into elite/regular subgroups, applying PSO for local exploitation and GA for global exploration. Key innovations include adaptive g...
Dieyan Liang, Jun-Hang Du, Jun Zhou et al.· 2026 3rd World Conference on...· 0 citations
This paper presents a novel approach to hand gesture recognition based on machine learning techniques applied to data collected from wearable sensors. The proposed system aims to accurately identify intuitive hand gestures to facilitate the development of contactless user interfaces. To achieve robust and reliable reco...
Jia-Di Zhang, Zexiao Liang, Shiting Wu et al.· 2026 3rd World Conference on...· 0 citations
The Flexible Job Shop Scheduling Problem (FJSP) is a critical combinatorial optimization problem in modern manufacturing systems, characterized by multiple constraints, dynamic requirements, and NP-hard complexity. This paper presents an improved Ant Colony Optimization (ACO) algorithm specifically designed to address...
Jia-Di Zhang, Zexiao Liang, Shiting Wu et al.· 2026 3rd World Conference on...· 0 citations
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.