| Improved scheme for selection of potentially optimal hyper-rectangles in DIRECT L Stripinis, R Paulavičius, J Žilinskas Optimization Letters 12 (7), 1699-1712, 2018 | 43 | 2018 |
| A novel greedy genetic algorithm-based personalized travel recommendation system R Paulavičius, L Stripinis, S Sutavičiūtė, D Kočegarov, E Filatovas Expert Systems with Applications 230, 120580, 2023 | 33 | 2023 |
| DIRECTGO: A New DIRECT-Type MATLAB Toolbox for Derivative-Free Global Optimization L Stripinis, R Paulavičius ACM Transactions on Mathematical Software 48 (4), 1-46, 2022 | 30* | 2022 |
| Penalty functions and two-step selection procedure based DIRECT-type algorithm for constrained global optimization L Stripinis, R Paulavičius, J Žilinskas Structural and Multidisciplinary Optimization 59, 2155-2175, 2019 | 30 | 2019 |
| GitHub: DIRECTGOLib - DIRECT Global Optimization Test Problems Library L Stripinis, J Kůdela, R Paulavičius https://github.com/blockchain-group/DIRECTGOLib 3 (Pre-release v2.0), 2023 | 20* | 2023 |
| An empirical study of various candidate selection and partitioning techniques in the DIRECT framework L Stripinis, R Paulavičius Journal of Global Optimization 88 (3), 723-753, 2024 | 19 | 2024 |
| Benchmarking derivative-free global optimization algorithms under limited dimensions and large evaluation budgets L Stripinis, J Kůdela, R Paulavičius IEEE Transactions on Evolutionary Computation, 2024 | 17* | 2024 |
| On MATLAB experience in accelerating DIRECT-GLce algorithm for constrained global optimization through dynamic data structures and parallelization L Stripinis, J Žilinskas, LG Casado, R Paulavičius Applied Mathematics and Computation 390, 125596, 2021 | 16 | 2021 |
| A new DIRECT-GLh algorithm for global optimization with hidden constraints L Stripinis, R Paulavičius Optimization Letters 15 (6), 1865-1884, 2021 | 15 | 2021 |
| Lipschitz-inspired HALRECT algorithm for derivative-free global optimization L Stripinis, R Paulavičius Journal of Global Optimization 88 (1), 139-169, 2024 | 12 | 2024 |
| Novel algorithm for linearly constrained derivative free global optimization of lipschitz functions L Stripinis, R Paulavičius Mathematics 11 (13), 2920, 2023 | 9 | 2023 |
| GitHub: DIRECTGO: a new DIRECT-type MATLAB toolbox for derivative-free global optimization L Stripinis, R Paulavičius https://github.com/blockchain-group/DIRECTGO, 2022 | 8* | 2022 |
| Experimental study of excessive local refinement reduction techniques for global optimization direct-type algorithms L Stripinis, R Paulavičius Mathematics 10 (20), 3760, 2022 | 6 | 2022 |
| Derivative-Free DIRECT-Type Global Optimization: Applications and Software L Stripinis, R Paulavičius Springer Nature, 2023 | 5* | 2023 |
| Gendirect: a generalized direct-type algorithmic framework for derivative-free global optimization L Stripinis, R Paulavičius arXiv preprint arXiv:2309.00835, 2023 | 3 | 2023 |
| Improvement, development and implementation of derivative-free global optimization algorithms L Stripinis Vilniaus universitetas., 2021 | 3 | 2021 |
| Data-driven consensus protocol classification using machine learning M Marcozzi, E Filatovas, L Stripinis, R Paulavičius Mathematics 12 (2), 221, 2024 | 2 | 2024 |
| Hot Off the Press: Benchmarking Derivative-Free Global Optimization Algorithms under Limited Dimensions and Large Evaluation Budgets L Stripinis, J Kudela, R Paulavicius Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2024 | 1 | 2024 |
| Advancing Research Reproducibility in Machine Learning through Blockchain Technology E Filatovas, L Stripinis, F Orts, R Paulavičius Informatica 35 (2), 227-253, 2024 | 1 | 2024 |
| Review and Computational Study on Practicality of Derivative-Free DIRECT-Type Methods L Stripinis, R Paulavičius Informatica, 1-34, 2024 | | 2024 |
Remigijus PaulavičiusProfessor & Chief Researcher at Vilnius UniversityVerified email at mif.vu.lt
