A Simple Brain Storm Optimization Algorithm via Visualizing Confidence Intervals.

Visualizing confidence intervals method developed recently for benchmarking stochastic optimization algorithm is adopted in this paper to benchmark and study the brain storm optimization algorithm in depth. Through analyzing numerical effects of different components of brain storm optimization, a simplified brain storm optimization algorithm is developed. It is tested and shown to perform better than the original brain storm optimization algorithm in the objective space.