Structural bias in population-based algorithms

Structural bias in population-based algorithms

22 August 2014

Anna V. Kononova

Philippe De Wilde

Fabio Caraffini

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Papers citing "Structural bias in population-based algorithms"

15 / 15 papers shown

Title
Evolutionary Computation and Explainable AI: A Roadmap to Transparent Intelligent Systems Ryan Zhou Jaume Bacardit Alexander Brownlee Stefano Cagnoni Martin Fyvie Giovanni Iacca John Mccall Niki van Stein David Walker Ting-Kuei Hu 102 1 0 12 Jun 2024
A Deep Dive into Effects of Structural Bias on CMA-ES Performance along Affine Trajectories Niki van Stein Sarah L. Thomson Anna V. Kononova 42 0 0 26 Apr 2024
Explainable Benchmarking for Iterative Optimization Heuristics Niki van Stein Diederick Vermetten Anna V. Kononova Thomas Bäck 113 13 0 31 Jan 2024
Deep-BIAS: Detecting Structural Bias using Explainable AI Bas van Stein Diederick Vermetten Fabio Caraffini Anna V. Kononova 20 9 0 04 Apr 2023
The importance of being constrained: dealing with infeasible solutions in Differential Evolution and beyond Anna V. Kononova Diederick Vermetten Fabio Caraffini Madalina Mitran D. Zaharie 47 13 0 07 Mar 2022
Salp Swarm Optimization: a Critical Review M. Castelli L. Manzoni L. Mariot Marco S. Nobile A. Tangherloni 40 76 0 03 Jun 2021
Addressing the Multiplicity of Solutions in Optical Lens Design as a Niching Evolutionary Algorithms Computational Challenge Anna V. Kononova O. M. Shir Teus Tukker P. Frisco Shutong Zeng Thomas Bäck 13 4 0 21 May 2021
Emergence of Structural Bias in Differential Evolution Bas van Stein Fabio Caraffini Anna V. Kononova 38 8 0 10 May 2021
Is there Anisotropy in Structural Bias? Diederick Vermetten Anna V. Kononova Fabio Caraffini Hao Wang Thomas Bäck 40 7 0 10 May 2021
A Framework for Knowledge Integrated Evolutionary Algorithms Ahmed Hallawa Anil Yaman Giovanni Iacca G. Ascheid 19 4 0 31 Mar 2021
Is the brain macroscopically linear? A system identification of resting state dynamics Erfan Nozari Maxwell A. Bertolero J. Stiso L. Caciagli Eli J. Cornblath Xiaosong He A. Mahadevan George J. Pappas D. Bassett 52 62 0 22 Dec 2020
Differential evolution outside the box Anna V. Kononova Fabio Caraffini Thomas Bäck 41 34 0 22 Apr 2020
Fairness in Bio-inspired Optimization Research: A Prescription of Methodological Guidelines for Comparing Meta-heuristics A. Latorre Daniel Molina E. Osaba Javier Del Ser Francisco Herrera 46 18 0 19 Apr 2020
Infeasibility and structural bias in Differential Evolution Fabio Caraffini Anna V. Kononova D. Corne 52 84 0 18 Jan 2019
An Efficient Multi-core Implementation of the Jaya Optimisation Algorithm Panagiotis D. Michailidis 20 14 0 09 Dec 2017