Analysis Of Simple Pattern Search On The Noisy Sphere Model
2016 IEEE Congress on Evolutionary Computation (CEC)(2016)
摘要
The paper considers the behavior of simple Pattern Search methods, i. e. where only the poll step is executed, on the noisy sphere model. After reviewing existing literature concerned with that topic, theoretical and empirical analyses are performed. These analyses show that Pattern Search methods will fail in this simple environment. Using reevaluation schemes to control the noisy influence improves the performance in some of the considered scenarios. Additionally comparison with known results for Evolution Strategies are presented.
更多查看译文
关键词
noisy sphere model,pattern search method,reevaluation scheme
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要