When simple small world algorithm is adopted to optimize complex functions, the searching nodes are prone to be trapped in these local optimums.

• 摘要针对简单小世界算法在优化复杂函数时出现的停滞现象，提出对搜索进行跟踪、对停滞节点进行更替的策略。