Sample Reuse via Importance Sampling in Information Geometric Optimization

no code implementations • 31 May 2018 • Shinichi Shirakawa, Youhei Akimoto, Kazuki Ouchi, Kouzou Ohara

The experimental results show that the sample reuse helps to reduce the number of function evaluations on many benchmark functions for both the PBIL and the pure rank-$\mu$ update CMA-ES.

Evolutionary Algorithms Incremental Learning