Parameter Control and Policy Control
摘要
This chapter aims to explain some basic methods for parameter control and strategy control, which have a significant impact on the performance of EAs. Single-parameter-specific methods and multi-parameter ensemble methods are introduced. The commonly used policy control frame is explained, and methods for operator selection control and hyper-heuristics control are discussed. Finally, promising trends in parameter and policy control are provided.