Simulating non-stationary operators in search algorithms
详细信息 查看全文
- 作者：Adrien Goë ; ffon ; Fré ; dé ; ric Lardeux ; Fré ; dé ; ric Saubion
- 关键词：Adaptive operator selection ; Operator-based algorithms ; Multi-armed bandit ; Island models
- 刊名：Applied Soft Computing
- 出版年：2016
- 出版时间：January 2016
- 年：2016
- 卷：38
- 期：Complete
- 页码：257-268
- 全文大小：728 K
文摘
- •
Selecting most suitable operators in search algorithms.
- •
Simulating search operators whose behavior often changes continuously during the search.
- •
Comparison of operator selection policies for non-stationary search scenarios.
- •
Specific restless bandits whose actions values decrease according to frequent uses.