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Journal
publications |
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M. W. Przewozniczek,
B. Frej, M. M. Komarnicki,
From Direct to
Directional Variable Dependencies Non-Symmetrical Dependencies Discovery in
Real-World and Theoretical Problems, IEEE
Transactions on Evolutionary Computation, 2024 (in press). |
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R. Tinσs, M. W. Przewozniczek, D. Whitley, and F. Chicano, Iterated Local Search with
Linkage Learning, ACM Transactions
on Evolutionary Learning and Optimization, Vol. 4, Issue 2, pp. 1-29,
2024. |
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M. M. Komarnicki,
M. W. Przewozniczek, H. Kwasnicka
and K. Walkowiak, Incremental Recursive
Ranking Grouping for Large Scale Global Optimization, IEEE Transactions on Evolutionary Computation,
vol. 27, pp. 14981513, 2023. |
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M. W. Przewozniczek,
M. M. Komarnicki, Empirical
problem decomposition the key to the evolutionary effectiveness in solving
a large-scale non-binary discrete real-world problem, Applied Soft Computing, vol. 113,
2021. |
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M. W. Przewozniczek, P. Dziurzanski,
S. Zhao, L. S. Indrusiak, Multi-Objective
Parameter-less Population Pyramid for Solving Industrial Process Planning
Problems, Swarm and Evolutionary
Computation, vol. 60, 2021. |
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M.W. Przewozniczek,
M. M. Komarnicki, Empirical linkage
learning, IEEE Transactions on
Evolutionary Computation, vol. 24,
no. 6, pp. 1097-1111, 2020. |
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M. W. Przewoźniczek, Subpopulation
initialization driven by linkage learning for dealing with the
Long-Way-To-Stuck effect, Information
Sciences, vol. 521, pp. 62-80, 2020. |
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M. W. Przewozniczek, R. Datta, K. Walkowiak, M. Komarnicki, Splitting
the fitness and penalty factor for temporal diversity increase in practical
problem solving, Expert Systems With
Applications, vol. 145, pp.1-11, 2020. |
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M.W. Przewozniczek, R, Goścień,
P. Lechowicz, K. Walkowiak,
Metaheuristic
Algorithms with Solution Encoding Mixing for Effective Optimization of SDM
Optical Networks, Engineering
Applications of Artificial Intelligence, vol. 95, 2020. |
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P. Dziurzanski, S. Zhao, M. W. Przewoźniczek,
M. M. Komarnicki, L. S. Indrusiak,
Scalable distributed evolutionary algorithm orchestration
using Docker containers, Journal of
Computational Science, vol. 40, pp. 1-14, 2020. |
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M. W. Przewozniczek, R. Goścień,
Universal
Strategy of Dynamic Subpopulation Number Management in Practical Network
Optimization Problems, Applied Soft
Computing, vol. 82, pp. 1-19, 2019. |
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M. W. Przewozniczek,
K. Walkowiak, A. Sen, M. Komarnicki,
P. Lechowicz, The
transformation of the k-Shortest Steiner trees search problem into binary
dynamic problem for effective evolutionary methods application, Information Sciences, vol. 479, pp.
19, 2019. |
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M. W. Przewozniczek,
K. Walkowiak, M. Aibin, The
evolutionary cost of baldwin effect in the routing
and spectrum allocation problem in elastic optical networks, Applied Soft Computing, vol. 52, no.
C, pp. 843862, 2017. |
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M. Przewozniczek, Active
Multi Population Pattern Searching Algorithm for Flow Optimization in
Computer Networks the novel coevolution schema combined with linkage
learning, Information Sciences,
Vol. 255-256, pp. 15-36 2016. |
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M. Przewozniczek,
R. Goscien, K. Walkowiak,
M. Klinkowski, Towards
Solving Practical Problems of Large Solution Space Using a Novel Pattern
Searching Hybrid Evolutionary Algorithm - An Elastic Optical Network Optimization
Case Study, Expert Systems with
Applications, Vol. 42, pp. 7781-7796, 2015. |
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K. Walkowiak, M. Przewozniczek, K. Pająk, Heuristic
Algorithms for Survivable P2P Multicasting, Applied Artificial Intelligence, Vol. 27, No.4, pp. 278-303,
2013. |
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H. Kwasnicka, M. Przewozniczek, Multi Population Pattern
Searching Algorithm: a new evolutionary method based on the idea of messy
Genetic Algorithm, IEEE
Transactions on Evolutionary Computation, Vol. 15, No.5, pp. 715-734,
2011. |
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M. Przewozniczek, K. Walkowiak, M.
Woźniak, Optimizing
distributed computing systems for k-nearest neighbours classifiers -
evolutionary approach, Logic
Journal of the IGPL , Vol. 19, No.2, pp. 357-372, 2011. |
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K. Walkowiak, M. Przewozniczek, Modeling
and optimization of survivable P2P multicasting, Computer Communications, Vol. 34, No.8, pp. 921-1042, 2011. |
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M. Przewoźniczek,
K. Walkowiak, Quasi-hierarchical
Evolution Algorithm for Flow Assignment in Survivable Connection-Oriented
Networks, International Journal of
Applied Mathematics and Computer Science, Vol. 16, No. 4, pp. 101-116, 2006. |
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M. Przewozniczek,
K. Walkowiak, Evolutionary
Algorithm for Congestion Problem in Connection-Oriented Networks, Lecture Notes in Computer Science,
Vol. 3483, pp. 802-811, 2005. |
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