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Program
17 November 2022
| Time | Event |
|---|---|
| 08:30 | Registration |
| 09:00 | Opening |
| 09:00 | Keynote Lecture Shih-Hsi Liu: Is a Comparison of Metaheuristics on Whole Convergence Graphs More Helpful? |
| 10:00 | Session I - Algorithm Behavior Analyses (Chair: Marjan Mernik) |
| 10:00 | Ana Nikolikj, Ryan Dieter Lang, Andries Petrus Engelbrecht, Peter Korošec, Tome Eftimov: Explaining Differential Evolution Performance Through Problem Landscape Characteristics |
| 10:30 | Jana Herzog, Janez Brest, Borko Bošković: Performance Analysis of Selected Evolutionary Algorithms |
| 11:00 | Coffee break |
| 11:30 | Session II - Nature-inspired Optimization (Chair: Shih-Hsi Liu) |
| 11:30 | Zoltán Tasnádi, Noémi Gaskó: A new type of anomaly detection problem in dynamic graphs: An ant colony optimization approach |
| 12:00 | Elvis Popović, Nikola Ivković, Matej Črepinšek: ACOCaRS: Ant Colony Optimization Algorithm for Traveling Car Renter Problem |
| 12:30 | Petr Bujok, Martin Lacko: Slime mould algorithm: An experimental study of nature-inspired optimiser |
| 13:00 | Lunch break |
| 14:00 | Session III - Machine Learning and Evolutionary Computation (Chair: Tome Eftimov) |
| 14:00 | Hyunho Mo, Giovanni Iacca: Accelerating Evolutionary Neural Architecture Search for Remaining Useful Life Prediction |
| 14:30 | Michael Heider, Helena Stegherr, Jonathan Wurth, Roman Sraj, Joerg Haehner: Investigating the Impact of Independent Rule Fitnesses in a Learning Classifier System |
| 15:00 | Shota Tabata: Trade-off of networks on weighted space analyzed via a method mimicking human walking track superposition |
| 15:30 | Coffee break |
| 16:00 | Session IV - Multi-objective Optimization (Chair: Bogdan Filipič) |
| 16:00 | Lingping Kong, Abhishek Kumar, Vaclav Snasel, Swagatam Das, Pavel Kromer, Varun Ojha: CSS- A Cheap-Surrogate-based Selection Operator for Multi-objective Optimization |
| 16:30 | Margarita Antoniou, Gregor Papa: Evaluation of Parallel Hierarchical Differential Evolution for Min-Max Optimization Problems Using SciPy |
| 17:00 | Jair Pereira Junior, Claus Aranha: Empirical Similarity Measure for Metaheuristics* |
| 17:45 | Social event (Stara trta) |
| 19:00 | Conference dinner |
18 November 2022
| Time | Event |
|---|---|
| 09:00 | Keynote Lecture Carola Doerr: Surfing at the Interface between Theory and Practice in Evolutionary Computation |
| 10:00 | Session I - Intelligent Agents (Chair: Marjan Mernik) |
| 10:00 | Carolina Crespi, Georgia Fargetta, Rocco Alessandro Scollo, Mario Pavone: An agent-based model to investigate different behaviours in a crowd simulation |
| 10:30 | Marco Crespi, Leonardo Lucio Custode and Giovanni Iacca: Towards interpretable policies in multi-agent reinforcement learning tasks |
| 11:00 | Coffee break |
| 11:30 | Session II - Real-world Applications (Chair: Gregor Papa) |
| 11:30 | Guillaume Briffoteaux, Mohand Said Mezmaz, Nouredine Melab, Daniel Tuyttens: Hybrid Acquisition Processes in Surrogate-based Optimization. Application to Covid-19 Contact Reduction |
| 12:00 | Elyas Fadakar: Modified Football Game Algorithm for Multimodal Optimization of Test Task Scheduling Problems Using Normalized Factor Random Key Encoding Scheme* |
| 12:30 | Drazen Bajer, Bruno Zorić, Mario Dudjak: SMOTE inspired extension for differential evolution |
| 13:00 | Lunch break |
| 14:00 | Session III - Genetic Algorithms and Genetic Programming (Chair: Carola Doerr) |
| 14:00 | Luca Manzoni, Luca Mariot, Eva Tuba: The Influence of Local Search over Genetic Algorithms with Balanced Representations |
| 14:30 | Henning Cui, Andreas Margraf, Jörg Hähner: Refining Mutation Variants in Cartesian Genetic Programming |
| 15:00 | Alberto Carbognin, Leonardo Lucio Custode, Giovanni Iacca: Genetic improvement of TCP congestion avoidance |
Proceedings
Temporary free access to the online version of the conference proceedings on SpringerLink is available here.
Presentations
All presentations from BIOMA 2022 are available here. Organizers will send a password upon request to unzip the file.
