CHAIR OF

COMPUTATIONAL

INTELLIGENCE

Tobias Benecke is a PhD student at the Chair of Computational Intelligence of the Otto-von-Guericke-University Magdeburg (OvGU). Here he also obtained his master's degree in Computer Visualization in 2020. His current research focuses on the population dynamics in evolutionary algorithms.

Publications

• Tobias Benecke, Sanaz Mostaghim

• Effects of Optimal Genetic Material in the Initial Population of Evolutionary Algorithms
• IEEE Symposium Series on Computational Intelligence (SSCI), 2023
• DOI: 10.1109/SSCI52147.2023.10372037, IEEE Xplore

• Code available on GitHub

• Oliver Antons, Tobias Benecke, Sanaz Mostaghim and Julia Arlinghaus

• Sustainability in Chemical Production–Multi-Objective Distributed Control
• New Trends in Intelligent Software Methodologies, Tools and Techniques, 2023
• DOI: 10.3233/FAIA230236

• Tobias Benecke, Oliver Antons, Sanaz Mostaghim and Julia Arlinghaus

• A Coevolution approach for the Multi-objective Circular Supply Chain Problem
• IEEE Conference on Artificial Intelligence (CAI), 2023,
• DOI: 10.1109/CAI54212.2023.00103, IEEE Xplore

• Code available on GitHub

• Tobias Benecke, Oliver Antons, Sanaz Mostaghim and Julia Arlinghaus
• A Generalized Circular Supply Chain Problem for Multi-objective Evolutionary Algorithms
• Genetic and Evolutionary Computation Conference Companion (GECCO), 2023
• DOI: 10.1145/3583133.3590742, ACM Digital Library

• Sebastian Mai, Tobias Benecke and Sanaz Mostaghim
• MACO: A Real-World Inspired Benchmark for Multi-objective Evolutionary Algorithms
• Evolutionary Multi-Criterion Optimization (EMO), 2023
• DOI: 110.1007/978-3-031-27250-9_22, Springer Link

• Tobias Benecke and Sanaz Mostaghim
• Estimating the quality of initial populations in multi-objective evolutionary algorithms
• Genetic and Evolutionary Computation Conference Companion (GECCO), 2022
• DOI: 10.1145/3520304.3528796, ACM Digital Library

• Tobias Benecke and Sanaz Mostaghim
• The Impact of Population Size on the Convergence of Multi-objective Evolutionary Algorithms
• IEEE Symposium Series on Computational Intelligence (SSCI), 2021
• DOI: 10.1109/SSCI50451.2021.9660164, IEEE Xplore

• Tobias Benecke and Sanaz Mostaghim
• Tracking the Heritage of Genes in Evolutionary Algorithms
• IEEE Congress on Evolutionary Computation (CEC), 2021
• DOI: 10.1109/CEC45853.2021.9504916, IEEE Xplore

• Cristian Ramirez-Atencia, Tobias Benecke and Sanaz Mostaghim
• T-EA: A Traceable Evolutionary Algorithm
• IEEE Congress on Evolutionary Computation (CEC), World Congress on Computational Intelligence (WCCI), 2020
• DOI: 10.1109/CEC48606.2020.9185615, IEEE Xplore, Link to video presentation