From

Institution

Field

Type

Topic: Evolutionary Algorithms and Applications ×

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “evolutionary algorithms” in Evolutionary Algorithms and Applications 76

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

LLaMEA-BO: A Large Language Model Evolutionary Algorithm for Automatically Generating Bayesian Optimization Algorithms
2026 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Bas van Stein, Thomas Bäck, Elena Raponi

0

citations
Sequential experimentation by evolutionary algorithms
2022 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Evolutionary Algorithms and Applications

Ofer M. Shir, Thomas Bäck

2

citations
Sequential experimentation by evolutionary algorithms
2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Evolutionary Algorithms and Applications

Ofer M. Shir, Thomas Bäck

1

citations
Sequential experimentation by evolutionary algorithms
2020 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Evolutionary Algorithms and Applications

Ofer M. Shir, Thomas Bäck

1

citations
LLaMEA-SAGE: Guiding Automated Algorithm Design with Structural Feedback from Explainable AI
2026 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Niki van Stein, Anna V. Kononova, Lars Kotthoff, Thomas Bäck

0

citations
Code Evolution Graphs: Understanding Large Language Model Driven Design of Algorithms
2025 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Bas van Stein, Anna V. Kononova, Lars Kotthoff, Thomas Bäck

8

citations
Landscape-aware Automated Algorithm Design: An Efficient Framework for Real-world Optimization
2026 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Haoran Yin, Shuaiqun Pan, Zhao Wei, Jian Cheng Wong, Yew-Soon Ong, Anna V. Kononova, +2 more

0

citations
EvoHIIT: LLM-Assisted Evolutionary Design of High Intensity Interval Training programs
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Evolutionary Algorithms and Applications Open access

Johana Chen, Bas van Stein, Robert Cabri, Thomas Bäck, Anna V. Kononova

1

citations
EvoHIIT: LLM-Assisted Evolutionary Design of High Intensity Interval Training programs
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Evolutionary Algorithms and Applications Open access

Johana Chen, Bas van Stein, Robert Cabri, Thomas Bäck, Anna V. Kononova

0

citations
EvoHIIT: LLM-Assisted Evolutionary Design of High Intensity Interval Training programs
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Evolutionary Algorithms and Applications Open access

Johana Chen, Bas van Stein

0

citations
Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms
2024 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Haoran Yin, Anna V. Kononova, Thomas Bäck, Bas van Stein

0

citations
Optimizing Photonic Structures with Large Language Model Driven Algorithm Discovery
2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Haoran Yin, Anna V. Kononova, Thomas Bäck, Bas van Stein

6

citations
Phenotypic Niching Using Quality Diversity Algorithms
2021 Natural computing series book-chapter Computer Science Evolutionary Algorithms and Applications

Alexander Hagg

3

citations
Evolutionary neural cascade search across supernetworks
2022 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Alexander Chebykin, Tanja Alderliesten, Peter A. N. Bosman

1

citations
EvoHIIT: Preference-Based Selection in LLM-Assisted Evolutionary Design of Natural Language Solutions
2026 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Johana Chen, Bas van Stein, Robert Cabri, Thomas Bäck, Anna V. Kononova

0

citations
Runtime Analysis of Quality Diversity Algorithms
2023 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Jakob Bossek, Dirk Sudholt

4

citations
A Systematic Exploration of Evolutionary Computation for the Design of Hardware-oriented Non-cryptographic Hash Functions
2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Mujtaba Hassan, Jo Vliegen, Stjepan Picek, Nele Mentens

2

citations
Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms
2025 Lecture notes in computer science conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Haoran Yin, Anna V. Kononova, Thomas Bäck, Bas van Stein

8

citations
CGP++ : A Modern C++ Implementation of Cartesian Genetic Programming
2024 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Roman Kalkreuth, Thomas Baeck

2

citations
Challenges of ELA-guided Function Evolution using Genetic Programming
2023 arXiv (Cornell University) preprint Computer Science Evolutionary Algorithms and Applications Open access

Fu Xing Long, Diederick Vermetten, Anna V. Kononova, Roman Kalkreuth, Kaifeng Yang, Thomas Bäck, +1 more

0

citations
Cartesian Genetic Programming: From foundations to recent developments and applications
2025 RWTH Publications (RWTH Aachen) article Computer Science Evolutionary Algorithms and Applications Open access

Roman Kalkreuth, Sylvain Cussat‐Blanc, Dennis G. Wilson

0

citations
GP-GOMEA with GPU-Based Fitness Evaluations: Design and Performance Analysis
2026 Lecture notes in computer science conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Jasper Post, Johannes Koch, Anton Bouter, Tanja Alderliesten, Peter A. N. Bosman

0

citations
Multitask Shape Optimization Using a 3-D Point Cloud Autoencoder as Unified Representation
2021 IEEE Transactions on Evolutionary Computation article Computer Science Evolutionary Algorithms and Applications Open access

Thiago Rios, Bas van Stein, Thomas Bäck, Bernhard Sendhoff, Stefan Menzel

31

citations
Expressivity of parameterized and data-driven representations in quality diversity search
2021 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Alexander Hagg, Sebastian Berns, Alexander Asteroth, Simon Colton, Thomas Bäck

13

citations
Morphological evolution for pipe inspection using Robot Operating System (ROS)
2020 Materials and Manufacturing Processes article Computer Science Evolutionary Algorithms and Applications Open access

Ahmed Hallawa, Giovanni Iacca, Cagatay Sariman, Michael Cochez, Gerd Ascheid

16

citations