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ResearchGate
ResearcherID: AFE-8041-2022
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SciProfiles: 2498994

Keywords

Global Optimization, Parallel and distributed computing, Optimization software, Multi-objective optimization, Artificial intelligence, Machine learning

Countries

Lithuania

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Works (18)

Benchmarking Derivative-Free Global Optimization Algorithms Under Limited Dimensions and Large Evaluation Budgets

IEEE Transactions on Evolutionary Computation
2025 | Journal article
DOI: 10.1109/TEVC.2024.3379756
WOSUID: WOS:001413496000010
Contributors: Stripinis, Linas; Kudela, Jakub; Paulavicius, Remigijus
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Towards Reproducible Research in Machine Learning via Blockchain

2025 | Book chapter
DOI: 10.1007/978-3-031-81247-7_24
Contributors: Ernestas Filatovas; Linas Stripinis; Francisco Orts; Remigijus Paulavičius
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Advancing Research Reproducibility in Machine Learning through Blockchain Technology

Informatica
2024 | Journal article
DOI: 10.15388/24-INFOR553
WOSUID: WOS:001230684700002
Contributors: Filatovas, Ernestas; Stripinis, Linas; Orts, Francisco; Paulavicius, Remigijus
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Data-Driven Consensus Protocol Classification Using Machine Learning

Mathematics
2024 | Journal article
DOI: 10.3390/MATH12020221
WOSUID: WOS:001151270600001
Contributors: Marcozzi, Marco; Filatovas, Ernestas; Stripinis, Linas; Paulavicius, Remigijus
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Review and Computational Study on Practicality of Derivative-Free DIRECT-Type Methods

Informatica
2024 | Journal article
DOI: 10.15388/24-INFOR548
Contributors: Linas Stripinis; Remigijus Paulavičius
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Hot Off the Press: Benchmarking Derivative-Free Global Optimization Algorithms under Limited Dimensions and Large Evaluation Budgets

2024-07-14 | Conference paper
DOI: 10.1145/3638530.3664072
Contributors: Linas Stripinis; Jakub Kudela; Remigijus Paulavicius
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An empirical study of various candidate selection and partitioning techniques in the DIRECT framework

Journal of Global Optimization
2024-03 | Journal article
DOI: 10.1007/s10898-022-01185-5
Contributors: Linas Stripinis; Remigijus Paulavičius
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Applications and Software

Optimization Approaches for Solving String Selection Problems
2023 | Journal article
DOI: 10.1007/978-3-031-46537-6_3
Contributors: Linas Stripinis; Remigijus Paulavičius
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Lipschitz-inspired HALRECT algorithm for derivative-free global optimization

Journal of Global Optimization
2023 | Journal article
DOI: 10.1007/S10898-023-01296-7
WOSUID: WOS:000998255700001
Contributors: Stripinis, Linas; Paulavicius, Remigijus
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A novel greedy genetic algorithm-based personalized travel recommendation system

Expert Systems with Applications
2023-11 | Journal article
DOI: 10.1016/j.eswa.2023.120580
Contributors: Remigijus Paulavičius; Linas Stripinis; Simona Sutavičiūtė; Dmitrij Kočegarov; Ernestas Filatovas
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Novel Algorithm for Linearly Constrained Derivative Free Global Optimization of Lipschitz Functions

Mathematics
2023-06-29 | Journal article
DOI: 10.3390/math11132920
Contributors: Linas Stripinis; Remigijus Paulavičius
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DIRECTGO : A New DIRECT -Type MATLAB Toolbox for Derivative-Free Global Optimization

ACM Transactions on Mathematical Software
2022-12-31 | Journal article
DOI: 10.1145/3559755
Contributors: Linas Stripinis; Remigijus Paulavičius
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Experimental Study of Excessive Local Refinement Reduction Techniques for Global Optimization DIRECT-Type Algorithms

Mathematics
2022-10-12 | Journal article
DOI: 10.3390/math10203760
Contributors: Linas Stripinis; Remigijus Paulavičius
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A new DIRECT-GLh algorithm for global optimization with hidden constraints

Optimization Letters
2021 | Journal article
DOI: 10.1007/S11590-021-01726-Z
WOSUID: WOS:000634618900001
Contributors: Stripinis, Linas; Paulavicius, Remigijus
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Improvement, development and implementation of derivative-free global optimization algorithms

2021 | Dissertation or Thesis
DOI: 10.15388/vu.thesis.138
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On MATLAB experience in accelerating DIRECT-GLce algorithm for constrained global optimization through dynamic data structures and parallelization

Applied Mathematics and Computation
2021 | Journal article
DOI: 10.1016/J.AMC.2020.125596
WOSUID: WOS:000581735400008
Contributors: Stripinis, Linas; Zilinskas, Julius; Casado, Leocadio G.; Paulavicius, Remigijus
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Penalty functions and two-step selection procedure based DIRECT-type algorithm for constrained global optimization

Structural and Multidisciplinary Optimization
2019 | Journal article
DOI: 10.1007/S00158-018-2181-2
WOSUID: WOS:000467280100016
Contributors: Stripinis, Linas; Paulavicius, Remigijus; Zilinskas, Julius
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Improved scheme for selection of potentially optimal hyper-rectangles in DIRECT

Optimization Letters
2018 | Journal article
DOI: 10.1007/S11590-017-1228-4
WOSUID: WOS:000445207200016
Contributors: Stripinis, Linas; Paulavicius, Remigijus; Zilinskas, Julius
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Peer review (41 reviews for 16 publications/grants)

Review activity for Algorithms. (1)
Review activity for Applied sciences. (6)
Review activity for Big data and cognitive computing (1)
Review activity for Biomimetics. (2)
Review activity for Computational optimization and applications. (1)
Review activity for Computers. (2)
Review activity for Designs. (1)
Review activity for Electronics. (2)
Review activity for Engineering optimization. (1)
Review activity for Journal of global optimization. (4)
Review activity for Machine learning and knowledge extraction. (4)
Review activity for Machines. (1)
Review activity for Mathematics. (9)
Review activity for Sensors. (2)
Review activity for Sustainability. (1)
Review activity for Symmetry. (3)
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