Improved scheme for selection of potentially optimal hyper-rectangles in DIRECT L Stripinis, R Paulavičius, J Žilinskas Optimization Letters 12 (7), 1699-1712, 2018 | 41 | 2018 |
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 | 29 | 2019 |
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 | 24 | 2022 |
An empirical study of various candidate selection and partitioning techniques in the DIRECT framework L Stripinis, R Paulavičius Journal of Global Optimization, 1-31, 2022 | 18 | 2022 |
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 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 | 13 | 2023 |
A new DIRECT-GLh algorithm for global optimization with hidden constraints L Stripinis, R Paulavičius Optimization Letters 15 (6), 1865-1884, 2021 | 12 | 2021 |
Lipschitz-inspired HALRECT algorithm for derivative-free global optimization L Stripinis, R Paulavičius Journal of Global Optimization 88 (1), 139-169, 2024 | 10 | 2024 |
Novel algorithm for linearly constrained derivative free global optimization of lipschitz functions L Stripinis, R Paulavičius Mathematics 11 (13), 2920, 2023 | 9 | 2023 |
An extensive numerical benchmark study of deterministic vs. stochastic derivative-free global optimization algorithms L Stripinis, R Paulavičius arXiv preprint arXiv:2209.05759, 2022 | 8 | 2022 |
DIRECTGOLib—DIRECT Global Optimization Test Problems Library L Stripinis, R Paulavičius Version v1 3, 2022 | 7 | 2022 |
DIRECTGOLib-DIRECT Global Optimization test problems Library (2023) L Stripinis, J Kůdela, R Paulavičius Pre-release v2. 0, 0 | 7 | |
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 |
DIRECTGO: A new DIRECT-type MATLAB toolbox for derivative-free global optimization (2022) L Stripinis, R Paulavicius arXiv preprint arxiv:2107.02205, 0 | 5 | |
Derivative-Free DIRECT-Type Global Optimization: Applications and Software L Stripinis, R Paulavičius Springer Nature, 2023 | 3 | 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 |
DIRECTGOLib-DIRECT Global Optimization test problems Library, Version v1. 2, GitHub L Stripinis, R Paulavičius Retrieved August 23, 2022, 2022 | 3 | 2022 |
Improvement, development and implementation of derivative-free global optimization algorithms L Stripinis Vilniaus universitetas, 2021 | 3 | 2021 |
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 | 1 | 2024 |
Data-Driven Consensus Protocol Classification Using Machine Learning M Marcozzi, E Filatovas, L Stripinis, R Paulavičius Mathematics 12 (2), 221, 2024 | 1 | 2024 |