Multi-Objective Meta-Optimization

Hvass Laboratories Guide 7 years ago

Description

How to automatically tune the parameters of a heuristic optimizer using multiple performance objectives, e.g. to trade-off between exploration and exploitation. Demonstrated on Differential Evolution but also works for Genetic Algorithms and Particle Swarm Optimization.

https://github.com/Hvass-Labs/MetaOps

Other videos in this series:
https://www.youtube.com/playlist?list=PL9Hr9sNUjfsl1877BS8m3yt8t_wq2IWji