EvoApplications@EvoStar

Publications

2024

Riccardo Lunelli, Giovanni Iacca
Low-Memory Matrix Adaptation Evolution Strategies Exploiting Gradient Information and Lévy Flight. EvoApplications@EvoStar (2024)
Bruno Gasperov, Marko Durasevic, Domagoj Jakobovic
Leveraging More of Biology in Evolutionary Reinforcement Learning. EvoApplications@EvoStar (2024)
Tinkle Chugh, Alexander Evans
Integrating Bayesian and Evolutionary Approaches for Multi-objective Optimisation. EvoApplications@EvoStar (2024)
Aidan Walden, Maxim Buzdalov
A Simple Statistical Test Against Origin-Biased Metaheuristics. EvoApplications@EvoStar (2024)
Ashley Mann, Stephen Swift, Mahir Arzoky
Applying Graph Partitioning-Based Seeding Strategies to Software Modularisation. EvoApplications@EvoStar (2024)
Carlos Cotta, José E. Gallardo
Evolutionary Algorithms for Optimizing Emergency Exit Placement in Indoor Environments. EvoApplications@EvoStar (2024)
David Pätzel, Richard Nordsieck, Jörg Hähner
Measuring Similarities in Model Structure of Metaheuristic Rule Set Learners. EvoApplications@EvoStar (2024)
Amani Sagri, Tristan Cazenave, Jérôme Arjonilla, Abdallah Saffidine
Vision Transformers for Computer Go. EvoApplications@EvoStar (2024)
Corentin Léger, Gautier Hamon, Eleni Nisioti, Xavier Hinaut, Clément Moulin-Frier
Evolving Reservoirs for Meta Reinforcement Learning. EvoApplications@EvoStar (2024)
Harsh Bandhey, Sphia Sadek, Malek Kamoun, Ryan J. Urbanowicz
Evolutionary Feature-Binning with Adaptive Burden Thresholding for Biomedical Risk Stratification. EvoApplications@EvoStar (2024)
Jens Weise, Sanaz Mostaghim
Finding Sets of Solutions for Temporal Uncertain Problems. EvoApplications@EvoStar (2024)
Zhilei Zhou, Nur Zincir-Heywood, Malcolm I. Heywood
Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks. EvoApplications@EvoStar (2024)
Vincenzo Gulisano, Eric Medvet
Evolutionary Computation Meets Stream Processing. EvoApplications@EvoStar (2024)
Luke de Jeu, Anil Yaman
Heuristics for Evolutionary Optimization for the Centered Bin Packing Problem. EvoApplications@EvoStar (2024)
Davide Farinati, Leonardo Vanneschi
GM4OS: An Evolutionary Oversampling Approach for Imbalanced Binary Classification Tasks. EvoApplications@EvoStar (2024)
Conor Spann, Evelyne Lutton, François Boué, Franck Vidal
3D Motion Analysis in MRI Using a Multi-objective Evolutionary k-means Clustering. EvoApplications@EvoStar (2024)
Cosijopii Garcia-Garcia, Alicia Morales-Reyes, Hugo Jair Escalante
Progressive Self-supervised Multi-objective NAS for Image Classification. EvoApplications@EvoStar (2024)
Romain Michelucci, Vincent Callegari, Jean-Paul Comet, Denis Pallez
Cellular Genetic Algorithms for Identifying Variables in Hybrid Gene Regulatory Networks. EvoApplications@EvoStar (2024)
Qinyu Wang, Ying Bi, Bing Xue, Mengjie Zhang
Genetic Programming with Aggregate Channel Features for Flower Localization Using Limited Training Data. EvoApplications@EvoStar (2024)
Michail-Antisthenis I. Tsompanas
Incremental Growth on Compositional Pattern Producing Networks Based Optimization of Biohybrid Actuators. EvoApplications@EvoStar (2024)
Pavel Krömer, Vojtech Uher, Tea Tusar, Bogdan Filipic
On the Latent Structure of the bbob-biobj Test Suite. EvoApplications@EvoStar (2024)
Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Kumar Singh, Tobias Rodemann, Markus Olhofer
A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour. EvoApplications@EvoStar (2024)
Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid, Lhassane Idoumghar
Robust Neural Architecture Search Using Differential Evolution for Medical Images. EvoApplications@EvoStar (2024)
Didrik Spanne Reilstad, Kai Olav Ellefsen
Cultivating Diversity: A Comparison of Diversity Objectives in Neuroevolution. EvoApplications@EvoStar (2024)
Johannes J. Pienaar, Anna S. Bosman, Katherine M. Malan
Hilbert Curves for Efficient Exploratory Landscape Analysis Neighbourhood Sampling. EvoApplications@EvoStar (2024)
Lea Musiolek, David Bierbach, Nils Weimar, Myriam Hamon, Jens Krause, Verena V. Hafner
Evolving Artificial Neural Networks for Simulating Fish Social Interactions. EvoApplications@EvoStar (2024)
Sarah Degaugue, Nicolas Durand, Jean-Baptiste Gotteland
Memory Based Evolutionary Algorithm for Dynamic Aircraft Conflict Resolution. EvoApplications@EvoStar (2024)
Neil Urquhart, Kelly Hunter
Evolving Staff Training Schedules Using an Extensible Fitness Function and a Domain Specific Language. EvoApplications@EvoStar (2024)
Seyed Jalaleddin Mousavirad, Diego Oliva, Gerald Schaefer, Mahshid Helali Moghadam, Mohammed El-Abd
A Novel Two-Level Clustering-Based Differential Evolution Algorithm for Training Neural Networks. EvoApplications@EvoStar (2024)
Kirsty Montague, Emma Hart, Ben Paechter
A Hierarchical Approach to Evolving Behaviour-Trees for Swarm Control. EvoApplications@EvoStar (2024)
Quentin Renau, Emma Hart
On the Utility of Probing Trajectories for Algorithm-Selection. EvoApplications@EvoStar (2024)
Diego Daniel Pedroza-Perez, Jamal Toutouh, Gabriel Luque
Optimizing Urban Infrastructure for E-Scooter Mobility. EvoApplications@EvoStar (2024)
Oliver Ludger Preuß, Jeroen Rook, Heike Trautmann
On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems. EvoApplications@EvoStar (2024)
Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Emanuele Nardone
Integrating Data Augmentation in Evolutionary Algorithms for Feature Selection: A Preliminary Study. EvoApplications@EvoStar (2024)
Gustavo Delazeri, Marcus Ritt
Iterated Beam Search for Wildland Fire Suppression. EvoApplications@EvoStar (2024)
Tyler Cowan, Brian J. Ross
Strategies for Evolving Diverse and Effective Behaviours in Pursuit Domains. EvoApplications@EvoStar (2024)
Marshall Joseph, Brian J. Ross
Using Evolution and Deep Learning to Generate Diverse Intelligent Agents. EvoApplications@EvoStar (2024)
Luana Clare, Alexandra Marques, João Correia
A Comparative Analysis of Evolutionary Adversarial One-Pixel Attacks. EvoApplications@EvoStar (2024)
Emilio Bernal-Zubieta, Jesús Guillermo Falcón-Cardona, Jorge M. Cruz-Duarte
DeepEMO: A Multi-indicator Convolutional Neural Network-Based Evolutionary Multi-objective Algorithm. EvoApplications@EvoStar (2024)
Claude Carlet, Marko Durasevic, Bruno Gasperov, Domagoj Jakobovic, Luca Mariot, Stjepan Picek
A New Angle: On Evolving Rotation Symmetric Boolean Functions. EvoApplications@EvoStar (2024)
Andrejaana Andova, Jordan N. Cork, Aljosa Vodopija, Tea Tusar, Bogdan Filipic
Predicting Algorithm Performance in Constrained Multiobjective Optimization: A Tough Nut to Crack. EvoApplications@EvoStar (2024)
Zakaria Abdelmoiz Dahi, Francisco Chicano, Gabriel Luque
An Evolutionary Deep Learning Approach for Efficient Quantum Algorithms Transpilation. EvoApplications@EvoStar (2024)
Bruno Gasperov, Marko Durasevic, Domagoj Jakobovic
Finding Near-Optimal Portfolios with Quality-Diversity. EvoApplications@EvoStar (2024)
Taran Cyriac John, Qurrat Ul Ain, Harith Al-Sahaf, Mengjie Zhang
Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach. EvoApplications@EvoStar (2024)
Atanu Mazumdar, Ville Kyrki
Hybrid Surrogate Assisted Evolutionary Multiobjective Reinforcement Learning for Continuous Robot Control. EvoApplications@EvoStar (2024)
Jill Baumann, Oliver Kramer
Evolutionary Multi-objective Optimization of Large Language Model Prompts for Balancing Sentiments. EvoApplications@EvoStar (2024)
Erdi Sayar, Vladislav Vintaykin, Giovanni Iacca, Alois Knoll
Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation. EvoApplications@EvoStar (2024)
Gabriel Cortês, Nuno Lourenço, Penousal Machado
Towards Physical Plausibility in Neuroevolution Systems. EvoApplications@EvoStar (2024)

volume 14635, 2024

Applications of Evolutionary Computation - 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings, Part II EvoApplications@EvoStar 14635 (2024)

volume 14634, 2024

Applications of Evolutionary Computation - 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings, Part I EvoApplications@EvoStar 14634 (2024)