research
∙
05/14/2019
Diagonal Acceleration for Covariance Matrix Adaptation Evolution Strategies
We introduce an acceleration for covariance matrix adaptation evolution ...
share
research
∙
04/18/2019
Uncrowded Hypervolume Improvement: COMO-CMA-ES and the Sofomore framework
We present a framework to build a multiobjective algorithm from single-o...
research
∙
03/15/2019
COCO: The Large Scale Black-Box Optimization Benchmarking (bbob-largescale) Test Suite
The bbob-largescale test suite, containing 24 single-objective functions...
research
∙
12/01/2018
On Bi-Objective convex-quadratic problems
In this paper we analyze theoretical properties of bi-objective convex-q...
research
∙
05/11/2016
COCO: Performance Assessment
We present an any-time performance assessment for benchmarking numerical...
research
∙
05/05/2016
Biobjective Performance Assessment with the COCO Platform
This document details the rationales behind assessing the performance of...
research
∙
04/04/2016
The CMA Evolution Strategy: A Tutorial
This tutorial introduces the CMA Evolution Strategy (ES), where CMA stan...
research
∙
04/01/2016
COCO: The Bi-objective Black Box Optimization Benchmarking (bbob-biobj) Test Suite
The bbob-biobj test suite contains 55 bi-objective functions in continuo...
research
∙
03/29/2016
COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting
COCO is a platform for Comparing Continuous Optimizers in a black-box se...
research
∙
03/29/2016
COCO: The Experimental Procedure
We present a budget-free experimental setup and procedure for benchmarki...
research
∙
06/10/2014
Maximum Likelihood-based Online Adaptation of Hyper-parameters in CMA-ES
The Covariance Matrix Adaptation Evolution Strategy (CMA-ES) is widely a...
research
∙
04/11/2014
Markov Chain Analysis of Evolution Strategies on a Linear Constraint Optimization Problem
This paper analyses a (1,λ)-Evolution Strategy, a randomised comparison-...
research
∙
12/01/2012
Cumulative Step-size Adaptation on Linear Functions
The CSA-ES is an Evolution Strategy with Cumulative Step size Adaptation...
research
∙
06/21/2012