An Adaptive Grouping-Based Hybrid PSO-GA Algorithm for Enhanced Global Optimization
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...