| Dynamic parameter adaptation in metaheuristics using gradient approximation and line search VA Tatsis, KE Parsopoulos Applied Soft Computing 74, 368-384, 2019 | 36 | 2019 |
| Differential evolution with grid-based parameter adaptation VA Tatsis, KE Parsopoulos Soft Computing 21 (8), 2105-2127, 2017 | 30 | 2017 |
| An ant-based optimization approach for inventory routing VA Tatsis, KE Parsopoulos, K Skouri, I Konstantaras EVOLVE-A Bridge between Probability, Set Oriented Numerics, and Evolutionary …, 2013 | 15 | 2013 |
| Grid search for operator and parameter control in differential evolution VA Tatsis, KE Parsopoulos Proceedings of the 9th Hellenic Conference on Artificial Intelligence, 1-9, 2016 | 13 | 2016 |
| Grid-based parameter adaptation in particle swarm optimization VA Tatsis, KE Parsopoulos 12th Metaheuristics International Conference (MIC 2017), 217-226, 2017 | 12 | 2017 |
| Employing classification techniques on SmartSpeech biometric data towards identification of neurodevelopmental disorders EI Toki, G Tatsis, VA Tatsis, K Plachouras, J Pange, IG Tsoulos Signals 4 (2), 401-420, 2023 | 11 | 2023 |
| Reinforced online parameter adaptation method for population-based metaheuristics VA Tatsis, KE Parsopoulos 2020 IEEE Symposium Series on Computational Intelligence (SSCI), 360-367, 2020 | 11 | 2020 |
| Applying PSO and DE on multi-item inventory problem with supplier selection GS Piperagkas, C Voglis, VA Tatsis, KE Parsopoulos, K Skouri The 9th Metaheuristics International Conference (MIC 2011), Udine, Italy …, 2011 | 11 | 2011 |
| Reinforcement learning for enhanced online gradient-based parameter adaptation in metaheuristics VA Tatsis, KE Parsopoulos Swarm and Evolutionary Computation 83, 101371, 2023 | 9 | 2023 |
| Applying Neural Networks on Biometric Datasets for Screening Speech and Language Deficiencies in Child Communication EI Toki, G Tatsis, VA Tatsis, K Plachouras, J Pange, IG Tsoulos Mathematics 11 (7), 1643, 2023 | 9 | 2023 |
| Experimental assessment of differential evolution with grid-based parameter adaptation VA Tatsis, KE Parsopoulos International Journal on Artificial Intelligence Tools 27 (04), 1860004, 2018 | 7 | 2018 |
| On the sensitivity of the grid-based parameter adaptation method VA Tatsis, KE Parsopoulos 7th International Conference on Metaheuristics and Nature Inspired Computing …, 2018 | 7 | 2018 |
| Optimal ordering and disposal decisions for products with a fixed shelf life IP Krommyda, V Tatsis, K Skouri RAIRO-Operations Research 54 (5), 1453-1465, 2020 | 5 | 2020 |
| Parallel algorithm portfolios with adaptive resource allocation strategy KE Parsopoulos, VA Tatsis, IS Kotsireas, PM Pardalos Journal of Global Optimization 88 (3), 685-705, 2024 | 3 | 2024 |
| Experimental Sensitivity Analysis of Grid-Based Parameter Adaptation Method VA Tatsis, KE Parsopoulos Heuristics for Optimization and Learning, 335-346, 2021 | 1 | 2021 |
| Improved Outlier Detection for Failure Forecasting using Anomaly Score Threshold Optimization and Ensemble Methods N Kolokas, V Tatsis, A Zacharaki, D Ioannidis, D Tzovaras 2024 International Conference on INnovations in Intelligent SysTems and …, 2024 | | 2024 |
| Parameter Tuning and Control in Metaheuristics VA Tatsis, KE Parsopoulos Encyclopedia of Optimization, 1-6, 2023 | | 2023 |
| Parallel Algorithm Portfolios with Adaptive Resource-Allocation Strategy PPM Parsopoulos, K.E., Tatsis, V.A., Kotsireas I.S. World Congress on Global Optimization (WCGO 2021), 2021 | | 2021 |
| Online Parameter Adaptation Methods for Population-Based Metaheuristics VΑ Tatsis University of Ioannina, 2019 | | 2019 |
| A sustainable inventory policy for two substitutable products IP Krommyda, V Tatsis, K Skouri | | 2019 |
Konstantinos ParsopoulosProfessor, University of Ioannina, GreeceVerified email at uoi.gr
