Temporal True and Surrogate Fitness Landscape Analysis for Expensive Bi-Objective Optimisation

9 April 2024

Papers citing "Temporal True and Surrogate Fitness Landscape Analysis for Expensive Bi-Objective Optimisation"

9 / 9 papers shown

Title
DynamoRep: Trajectory-Based Population Dynamics for Classification of Black-box Optimization Problems Gjorgjina Cenikj G. Petelin Carola Doerr Peter Korošec T. Eftimov 73 11 0 08 Jun 2023
To Switch or not to Switch: Predicting the Benefit of Switching between Algorithms based on Trajectory Features Diederick Vermetten Hao Wang Kevin Sim E. Hart 38 8 0 17 Feb 2023
A Local Optima Network View of Real Function Fitness Landscapes Marco Tomassini 40 5 0 20 Dec 2022
Per-run Algorithm Selection with Warm-starting using Trajectory-based Features Ana Kostovska Anja Jankovic Diederick Vermetten Jacob De Nobel Hao Wang T. Eftimov Carola Doerr 53 37 0 20 Apr 2022
Trajectory-based Algorithm Selection with Warm-starting Anja Jankovic Diederick Vermetten Ana Kostovska Jacob De Nobel T. Eftimov Carola Doerr 48 10 0 13 Apr 2022
Landscape Analysis for Surrogate Models in the Evolutionary Black-Box Context Z. Pitra J. Koza Jirí Tumpach M. Holeňa 83 2 0 11 Feb 2022
Towards Feature-Based Performance Regression Using Trajectory Data Anja Jankovic T. Eftimov Carola Doerr 52 26 0 10 Feb 2021
PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization Ye Tian Ran Cheng Xing-yi Zhang Yaochu Jin 60 1,657 0 04 Jan 2017
COCO: A Platform for Comparing Continuous Optimizers in a Black-Box Setting N. Hansen A. Auger Raymond Ros Olaf Mersmann Tea Tušar D. Brockhoff 65 428 0 29 Mar 2016