2 papers
math.OC2025
A Superlinearly Convergent Evolution Strategy
Tobias Glasmachers
We present a hybrid algorithm between an evolution strategy and a quasi Newton method. The design is based on the Hessian Estimation Evolution Strategy, which iteratively estimates…
cs.NE2024
Variable Metric Evolution Strategies for High-dimensional Multi-Objective Optimization
Tobias Glasmachers
We design a class of variable metric evolution strategies well suited for high-dimensional problems. We target problems with many variables, not (necessarily) with many objectives.…