Parameter Tuning and Control: A Case Study on Differential Evolution With Polynomial Mutation
Table of Contents:
00:24 - Differential Evolution
02:27 - Polynomial Mutation (PM)
03:25 - Hyperparameter Optimization
04:54 - Contributions
05:23 - Hyperparameters in this study
06:08 - Parameter Tuning
06:55 - Random Parameter Control (RPC)
07:26 - Evolutionary Parameter Control (EPC)
08:16 - Results: Parameter Tuning
12:34 - Some more results
13:01 - Conclusions and Future Work
14:09 - Parameter Tuning in pymoo
15:12 - Questions