Search Results for author: Hans-Georg Beyer

Found 6 papers, 2 papers with code

Analysis of the $(μ/μ_I,λ)$-CSA-ES with Repair by Projection Applied to a Conically Constrained Problem

no code implementations23 Jan 2019 Patrick Spettel, Hans-Georg Beyer

Based on that, expressions for the steady state of the mean value iterative system are derived.

A Covariance Matrix Self-Adaptation Evolution Strategy for Optimization under Linear Constraints

no code implementations15 Jun 2018 Patrick Spettel, Hans-Georg Beyer, Michael Hellwig

This paper addresses the development of a covariance matrix self-adaptation evolution strategy (CMSA-ES) for solving optimization problems with linear constraints.

Benchmarking Evolutionary Algorithms For Single Objective Real-valued Constrained Optimization - A Critical Review

no code implementations12 Jun 2018 Michael Hellwig, Hans-Georg Beyer

Benchmarking plays an important role in the development of novel search algorithms as well as for the assessment and comparison of contemporary algorithmic ideas.

Benchmarking Evolutionary Algorithms

Limited-Memory Matrix Adaptation for Large Scale Black-box Optimization

2 code implementations18 May 2017 Ilya Loshchilov, Tobias Glasmachers, Hans-Georg Beyer

The Covariance Matrix Adaptation Evolution Strategy (CMA-ES) is a popular method to deal with nonconvex and/or stochastic optimization problems when the gradient information is not available.

Stochastic Optimization

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