IOHanalyzer: Detailed Performance Analyses for Iterative Optimization
Heuristics

IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics

8 July 2020

Diederick Vermetten

Thomas Bäck

Papers citing "IOHanalyzer: Detailed Performance Analyses for Iterative Optimization Heuristics"

17 / 17 papers shown

Title
LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics Niki van Stein Thomas Bäck 69 17 0 30 May 2024
Is there Anisotropy in Structural Bias? Diederick Vermetten Anna V. Kononova Fabio Caraffini Hao Wang Thomas Bäck 28 7 0 10 May 2021
Tuning as a Means of Assessing the Benefits of New Ideas in Interplay with Existing Algorithmic Modules Jacob De Nobel Diederick Vermetten Hao Wang Carola Doerr Thomas Bäck 39 45 0 25 Feb 2021
Towards Large Scale Automated Algorithm Design by Integrating Modular Benchmarking Frameworks Amine Aziz-Alaoui Carola Doerr Johann Dréo 49 12 0 12 Feb 2021
To Boldly Show What No One Has Seen Before: A Dashboard for Visualizing Multi-objective Landscapes Lennart Schäpermeier C. Grimme P. Kerschke 44 11 0 29 Nov 2020
Versatile Black-Box Optimization Jialin Liu A. Moreau Mike Preuss Baptiste Roziere Jérémy Rapin F. Teytaud O. Teytaud 33 38 0 29 Apr 2020
Benchmarking Discrete Optimization Heuristics with IOHprofiler Carola Doerr Furong Ye Naama Horesh Hao Wang O. M. Shir Thomas Bäck 79 72 0 19 Dec 2019
Interpolating Local and Global Search by Controlling the Variance of Standard Bit Mutation Furong Ye Carola Doerr Thomas Bäck 51 24 0 17 Jan 2019
IOHprofiler: A Benchmarking and Profiling Tool for Iterative Optimization Heuristics Carola Doerr Hao Wang Furong Ye Sander van Rijn Thomas Bäck 56 108 0 11 Oct 2018
Towards a Theory-Guided Benchmarking Suite for Discrete Black-Box Optimization Heuristics: Profiling $(1+λ)$ EA Variants on OneMax and LeadingOnes Carola Doerr Furong Ye Sander van Rijn Hao Wang Thomas Bäck 33 22 0 17 Aug 2018
Theory of Parameter Control for Discrete Black-Box Optimization: Provable Performance Gains Through Dynamic Parameter Choices Benjamin Doerr Carola Doerr 30 75 0 16 Apr 2018
Evolving the Structure of Evolution Strategies Sander van Rijn Hao Wang M. Leeuwen Thomas Bäck 72 56 0 17 Oct 2016
COCO: Performance Assessment N. Hansen A. Auger D. Brockhoff Dejan Tusar Tea Tušar 52 105 0 11 May 2016
Using Well-Understood Single-Objective Functions in Multiobjective Black-Box Optimization Test Suites D. Brockhoff Tea Tušar A. Auger N. Hansen 37 57 0 01 Apr 2016
COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting N. Hansen A. Auger Raymond Ros Olaf Mersmann Tea Tušar D. Brockhoff 57 424 0 29 Mar 2016
Hyperband: A Novel Bandit-Based Approach to Hyperparameter Optimization Lisha Li Kevin Jamieson Giulia DeSalvo Afshin Rostamizadeh Ameet Talwalkar 222 2,327 0 21 Mar 2016
CMA-ES with Two-Point Step-Size Adaptation Nikolaus Hansen 114 575 0 02 May 2008