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Academician profile · PROFESÖR

FEHMİ BURÇİN ÖZSOYDAN

DOKUZ EYLÜL ÜNİVERSİTESİ

  • Ana Dal Mühendislik Temel Alanı
  • Yan Dal Endüstri Mühendisliği
  • MÜHENDİSLİK FAKÜLTESİ
  • ENDÜSTRİ MÜHENDİSLİĞİ BÖLÜMÜ
Articles YÖKSİS 39
Projects 0
Books 0
Proceedings 0
Patents 0
Artistic 0
Scopus (SJR)
Q1 32 Q2 2 Q3 2 Q4 0
WoS (JCR)
Q1 30 Q2 4 Q3 1 Q4 2
TR Index 3 articles

Scopus (SJR)

Q1 32 Q2 2 Q3 2 Q4 0

WoS (JCR)

Q1 30 Q2 4 Q3 1 Q4 2

TR Index

3 articles

39 publications total

Articles

  1. 2025 Reinforcement learning enhanced swarm intelligence and trajectory-based algorithms for parallel machine scheduling problems Computers & Industrial Engineering DOI 10.1016/j.cie.2025.110948
  2. 2025 Reinforcement and opposition-based learning enhanced weighted mean of vectors algorithm for global optimization and feature selection Knowledge-Based Systems DOI 10.1016/j.knosys.2025.113626
  3. 2025 A hyper-heuristic enhanced neuro-evolutionary algorithm with self-adaptive operators and various activation functions for classification problems Neural Networks DOI 10.1016/j.neunet.2025.107751
  4. 2025 A trajectory-based algorithm enhanced by Q-learning and cloud integration for hybrid flexible flowshop scheduling problem with sequence-dependent setup times: A case study Computers & Operations Research DOI 10.1016/j.cor.2025.107079
  5. 2024 Evolution inspired binary flower pollination for the uncapacitated facility location problem Neural Computing and Applications DOI 10.1007/s00521-024-09684-0
  6. 2024 A machine learning-based two-stage approach for the location of undesirable facilities in the biomass-to-bioenergy supply chain Applied Energy DOI 10.1016/j.apenergy.2024.122961
  7. 2023 A reinforcement learning based computational intelligence approach for binary optimization problems: The case of the set-union knapsack problem Engineering Applications of Artificial Intelligence DOI 10.1016/j.engappai.2022.105688
  8. 2023 An improved arithmetic optimization algorithm for training feedforward neural networks under dynamic environments KNOWLEDGE-BASED SYSTEMS DOI 10.1016/j.knosys.2023.110274
  9. 2023 A hybridisation of linear programming and genetic algorithm to solve the capacitated facility location problem International Journal of Production Research DOI 10.1080/00207543.2022.2079438
  10. 2023 A mobile application-based decision support system for routing and decision making problems Canakkale Onsekiz Mart University DOI 10.28979/jarnas.1204046
  11. 2022 A hyper-heuristic based reinforcement-learning algorithm to train feedforward neural networks Engineering Science and Technology, an International Journal DOI 10.1016/j.jestch.2022.101261
  12. 2021 Chaos and intensification enhanced flower pollination algorithm to solve mechanical design and unconstrained function optimization problems Expert Systems with Applications DOI 10.1016/j.eswa.2021.115496
  13. 2021 Quantum particles-enhanced multiple Harris Hawks swarms for dynamic optimization problems Expert Systems with Applications DOI 10.1016/j.eswa.2020.114202
  14. 2021 Iterated greedy algorithms enhanced by hyper-heuristic based learning for hybrid flexible flowshop scheduling problem with sequence dependent setup times: A case study at a manufacturing plant Computers & Operations Research DOI 10.1016/j.cor.2020.105044
  15. 2021 Q-learning and hyper-heuristic based algorithm recommendation for changing environments Engineering Applications of Artificial Intelligence DOI 10.1016/j.engappai.2021.104284
  16. 2021 A species-based flower pollination algorithm with increased selection pressure in abiotic local pollination and enhanced intensification Knowledge-Based Systems DOI 10.1016/j.knosys.2021.107125
  17. 2020 Weighted superposition attraction algorithm for binary optimization problems Operational Research DOI 10.1007/s12351-018-0427-9
  18. 2020 Evolutionary and adaptive inheritance enhanced Grey Wolf Optimization algorithm for binary domains Knowledge-Based Systems DOI 10.1016/j.knosys.2020.105586
  19. 2019 A swarm intelligence-based algorithm for the set-union knapsack problem Future Generation Computer Systems-The International Journal of eScience DOI 10.1016/j.future.2018.08.002
  20. 2019 Effects of dominant wolves in grey wolf optimization algorithm APPLIED SOFT COMPUTING DOI 10.1016/j.asoc.2019.105658

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