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ORCID27th EvoApplications 2024: Aberystwyth, UK - Part I
- Stephen L. Smith
, João Correia, Christian Cintrano:
Applications of Evolutionary Computation - 27th European Conference, EvoApplications 2024, Held as Part of EvoStar 2024, Aberystwyth, UK, April 3-5, 2024, Proceedings, Part I. Lecture Notes in Computer Science 14634, Springer 2024, ISBN 978-3-031-56851-0
Applications of Evolutionary Computation
- Bruno Gasperov, Marko Durasevic, Domagoj Jakobovic:
Finding Near-Optimal Portfolios with Quality-Diversity. 3-18 - Julien Biau, Sylvain Cussat-Blanc, Hervé Luga:
Improving Image Filter Efficiency: A Multi-objective Genetic Algorithm Approach to Optimize Computing Efficiency. 19-34 - Riccardo Lunelli, Giovanni Iacca:
Low-Memory Matrix Adaptation Evolution Strategies Exploiting Gradient Information and Lévy Flight. 35-50 - Sarah Degaugue, Nicolas Durand, Jean-Baptiste Gotteland:
Memory Based Evolutionary Algorithm for Dynamic Aircraft Conflict Resolution. 51-67 - Davide Farinati, Leonardo Vanneschi:
GM4OS: An Evolutionary Oversampling Approach for Imbalanced Binary Classification Tasks. 68-82 - Neil Urquhart, Kelly Hunter:
Evolving Staff Training Schedules Using an Extensible Fitness Function and a Domain Specific Language. 83-97 - Quentin Renau, Emma Hart:
On the Utility of Probing Trajectories for Algorithm-Selection. 98-114 - Ashish Lakhmani, Ruppa K. Thulasiram, Parimala Thulasiraman:
Nature-Inspired Portfolio Diversification Using Ant Brood Clustering. 115-130 - Romain Michelucci, Vincent Callegari, Jean-Paul Comet, Denis Pallez:
Cellular Genetic Algorithms for Identifying Variables in Hybrid Gene Regulatory Networks. 131-145 - Lea Musiolek, David Bierbach, Nils Weimar, Myriam Hamon, Jens Krause, Verena V. Hafner:
Evolving Artificial Neural Networks for Simulating Fish Social Interactions. 146-161 - Luke de Jeu, Anil Yaman:
Heuristics for Evolutionary Optimization for the Centered Bin Packing Problem. 162-177 - Kirsty Montague, Emma Hart, Ben Paechter:
A Hierarchical Approach to Evolving Behaviour-Trees for Swarm Control. 178-193 - Carlos Cotta, José E. Gallardo:
Evolutionary Algorithms for Optimizing Emergency Exit Placement in Indoor Environments. 194-208 - Jens Weise, Sanaz Mostaghim:
Finding Sets of Solutions for Temporal Uncertain Problems. 209-223 - Yumnah Hasan, Allan de Lima, Fatemeh Amerehi, Darian Reyes Fernández de Bulnes, Patrick Healy, Conor Ryan:
Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation. 224-239 - Ashley Mann, Stephen Swift, Mahir Arzoky:
Applying Graph Partitioning-Based Seeding Strategies to Software Modularisation. 240-258 - 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. 259-272 - Gustavo Delazeri, Marcus Ritt:
Iterated Beam Search for Wildland Fire Suppression. 273-286 - Claude Carlet, Marko Durasevic, Bruno Gasperov, Domagoj Jakobovic, Luca Mariot, Stjepan Picek:
A New Angle: On Evolving Rotation Symmetric Boolean Functions. 287-302
Analysis of Evolutionary Computation Methods: Theory, Empirics, and Real-World Applications
- Oliver Ludger Preuß, Jeroen Rook, Heike Trautmann:
On the Potential of Multi-objective Automated Algorithm Configuration on Multi-modal Multi-objective Optimisation Problems. 305-321 - Aidan Walden, Maxim Buzdalov:
A Simple Statistical Test Against Origin-Biased Metaheuristics. 322-337
Computational Intelligence for Sustainability
- Diego Daniel Pedroza-Perez, Jamal Toutouh, Gabriel Luque:
Optimizing Urban Infrastructure for E-Scooter Mobility. 341-357
Evolutionary Computation in Edge, Fog, and Cloud Computing
- Zhilei Zhou, Nur Zincir-Heywood, Malcolm I. Heywood:
Simple Efficient Evolutionary Ensemble Learning on Network Intrusion Detection Benchmarks. 361-376 - Vincenzo Gulisano, Eric Medvet:
Evolutionary Computation Meets Stream Processing. 377-393
Evolutionary Computation in Image Analysis, Signal Processing and Pattern Recognition
- Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Emanuele Nardone:
Integrating Data Augmentation in Evolutionary Algorithms for Feature Selection: A Preliminary Study. 397-412 - Taran Cyriac John, Qurrat Ul Ain, Harith Al-Sahaf, Mengjie Zhang:
Evolving Feature Extraction Models for Melanoma Detection: A Co-operative Co-evolution Approach. 413-429 - Conor Spann, Evelyne Lutton, François Boué, Franck Vidal:
3D Motion Analysis in MRI Using a Multi-objective Evolutionary k-means Clustering. 430-445
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