Assoc. Prof. FEHMİ BUR&#199;İN &#214;ZSOYDAN

Gölcük İ., ÖZSOYDAN F. B., Durmaz E. D.

Computers and Operations Research , vol.181, 2025 (SCI-Expanded) Sustainable Development

3. Reinforcement and opposition-based learning enhanced weighted mean of vectors algorithm for global optimization and feature selection

Knowledge-Based Systems , vol.319, 2025 (SCI-Expanded)

4. Reinforcement learning enhanced swarm intelligence and trajectory-based algorithms for parallel machine scheduling problems

Özsoydan F. B.

Computers and Industrial Engineering , vol.203, 2025 (SCI-Expanded)

5. A machine learning-based two-stage approach for the location of undesirable facilities in the biomass-to-bioenergy supply chain

Yunusoglu P., Ozsoydan F. B., Bilgen B.

APPLIED ENERGY , vol.362, no.122961, pp.1-30, 2024 (SCI-Expanded) Sustainable Development

6. Evolution inspired binary flower pollination for the uncapacitated facility location problem

Özsoydan F. B., Kasırga A. E.

NEURAL COMPUTING AND APPLICATIONS , vol.1, no.1, pp.1-15, 2024 (SCI-Expanded)

7. A mobile application-based decision support system for routing and decision making problems

Bolat M., Bedel O., Çetinkurt K., Özsoydan F. B.

Journal of advanced research in natural and applied sciences (Online) , vol.9, no.3, pp.637-647, 2023 (Peer-Reviewed Journal)

8. A hybridisation of linear programming and genetic algorithm to solve the capacitated facility location problem

Özsoydan F. B., Gölcük İ.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH , vol.1, no.1, pp.1-30, 2023 (SCI-Expanded)

9. An improved arithmetic optimization algorithm for training feedforward neural networks under dynamic environments

Golcuk I., ÖZSOYDAN F. B., DURMAZ E. D.

KNOWLEDGE-BASED SYSTEMS , vol.263, 2023 (SCI-Expanded)

10. A reinforcement learning based computational intelligence approach for binary optimization problems: The case of the set-union knapsack problem

ÖZSOYDAN F. B., Gölcük İ.

Engineering Applications of Artificial Intelligence , vol.118, 2023 (SCI-Expanded) Sustainable Development

11. A hyper-heuristic based reinforcement-learning algorithm to train feedforward neural networks

Özsoydan F. B., Gölcük İ.

ENGINEERING SCIENCE AND TECHNOLOGY, AN INTERNATIONAL JOURNAL , vol.1, no.1, pp.1-10, 2022 (SCI-Expanded)

12. Chaos and intensification enhanced flower pollination algorithm to solve mechanical design and unconstrained function optimization problems

Expert Systems with Applications , vol.184, 2021 (SCI-Expanded) Sustainable Development

13. A species-based flower pollination algorithm with increased selection pressure in abiotic local pollination and enhanced intensification

Golcuk I., ÖZSOYDAN F. B.

KNOWLEDGE-BASED SYSTEMS , vol.225, 2021 (SCI-Expanded)

14. Q-learning and hyper-heuristic based algorithm recommendation for changing environments

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE , vol.102, 2021 (SCI-Expanded)

15. Quantum particles-enhanced multiple Harris Hawks swarms for dynamic optimization problems

Golcuk I., ÖZSOYDAN F. B.

EXPERT SYSTEMS WITH APPLICATIONS , vol.167, 2021 (SCI-Expanded) Sustainable Development

16. 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

ÖZSOYDAN F. B., SAĞIR M.

COMPUTERS & OPERATIONS RESEARCH , vol.125, 2021 (SCI-Expanded)

17. Weighted superposition attraction algorithm for binary optimization problems

BAYKASOĞLU A., ÖZSOYDAN F. B., Senol M. E.

OPERATIONAL RESEARCH , vol.20, no.4, pp.2555-2581, 2020 (SCI-Expanded)

18. Evolutionary and adaptive inheritance enhanced Grey Wolf Optimization algorithm for binary domains

Golcuk I., ÖZSOYDAN F. B.

KNOWLEDGE-BASED SYSTEMS , vol.194, 2020 (SCI-Expanded)

19. Analysing the effects of various switching probability characteristics in flower pollination algorithm for solving unconstrained function minimization problems

NEURAL COMPUTING & APPLICATIONS , vol.31, no.11, pp.7805-7819, 2019 (SCI-Expanded)

20. Effects of dominant wolves in grey wolf optimization algorithm

APPLIED SOFT COMPUTING , vol.83, 2019 (SCI-Expanded)

21. Artificial search agents with cognitive intelligence for binary optimization problems

COMPUTERS & INDUSTRIAL ENGINEERING , vol.136, pp.18-30, 2019 (SCI-Expanded)

22. A swarm intelligence-based algorithm for the set-union knapsack problem

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE , vol.93, pp.560-569, 2019 (SCI-Expanded)

23. Quantum firefly swarms for multimodal dynamic optimization problems

BAYKASOĞLU A., Golcuk I., ÖZSOYDAN F. B.

EXPERT SYSTEMS WITH APPLICATIONS , vol.115, pp.189-199, 2019 (SCI-Expanded)

24. Improving fuzzy c-means clustering via quantum-enhanced weighted superposition attraction algorithm

HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS , vol.48, no.3, pp.859-882, 2019 (SCI-Expanded)

25. Dynamic optimization in binary search spaces via weighted superposition attraction algorithm

EXPERT SYSTEMS WITH APPLICATIONS , vol.96, pp.157-174, 2018 (SCI-Expanded) Sustainable Development

26. A quantum based local search enhanced particle swarm optimization for binary spaces

PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI , vol.24, no.4, pp.675-681, 2018 (ESCI)

27. Minimisation of non-machining times in operating automatic tool changers of machine tools under dynamic operating conditions

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH , vol.56, no.4, pp.1548-1564, 2018 (SCI-Expanded)

28. Dynamic scheduling of parallel heat treatment furnaces: A case study at a manufacturing system

JOURNAL OF MANUFACTURING SYSTEMS , vol.46, pp.152-162, 2018 (SCI-Expanded) Sustainable Development

29. Evolutionary and population-based methods versus constructive search strategies in dynamic combinatorial optimization

INFORMATION SCIENCES , vol.420, pp.159-183, 2017 (SCI-Expanded)

30. Minimizing tool switching and indexing times with tool duplications in automatic machines

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY , vol.89, pp.1775-1789, 2017 (SCI-Expanded)

31. An improved approach for determination of index positions on CNC magazines with cutting tool duplications by integrating shortest path algorithm

BAYKASOĞLU A., Yunusoglu M. G., ÖZSOYDAN F. B.

INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH , vol.54, no.3, pp.742-760, 2016 (SCI-Expanded)

32. A GRASP based solution approach to solve cardinality constrained portfolio optimization problems

COMPUTERS & INDUSTRIAL ENGINEERING , vol.90, pp.339-351, 2015 (SCI-Expanded)

33. Adaptive firefly algorithm with chaos for mechanical design optimization problems

Özsoydan F. B., Kandemir C. M., Demirtas E. A.

APPLIED SOFT COMPUTING , vol.36, pp.152-164, 2015 (SCI-Expanded)

34. A case-oriented approach to a lead/acid battery closed-loop supply chain network design under risk and uncertainty

SUBULAN K., BAYKASOĞLU A., ÖZSOYDAN F. B., TAŞAN A. S., SELİM H.

JOURNAL OF MANUFACTURING SYSTEMS , vol.37, pp.340-361, 2015 (SCI-Expanded) Sustainable Development

35. NEURAL-NETWORK-BASED GENETIC ALGORITHM FOR OPTIMAL KITCHEN FAUCET STYLES

NEURAL NETWORK WORLD , vol.25, no.4, pp.387-404, 2015 (SCI-Expanded)

36. An improved firefly algorithm for solving dynamic multidimensional knapsack problems

EXPERT SYSTEMS WITH APPLICATIONS , vol.41, no.8, pp.3712-3725, 2014 (SCI-Expanded)

37. Heuristic solution approaches for the cumulative capacitated vehicle routing problem

Yunusoğlu P., Eren Akyol D., Özsoydan F. B.

OPTIMIZATION , vol.62, no.10, pp.1321-1340, 2013 (SCI-Expanded)

38. A Discrete Particle Swarm Optimization Algorithm for Bi-Criteria Warehouse Location Problem

Özsoydan F. B., Saraç T.

İstanbul Üniversitesi İktisat Fakültesi Ekonometri ve İstatistik Dergisi , vol.1, no.1, pp.114-124, 2011 (Peer-Reviewed Journal)

Papers Presented at Peer-Reviewed Scientific Conferences 41

1. Q-Learning Enhanced Swarm-Based Algorithms for the 0-1 Knapsack Problem

Özsoydan F. B.

ICENSTED 2024, Balıkesir, Turkey, 19 - 21 July 2024, pp.757-762, (Full Text)

2. An Efficient Design of a Multi-Echelon and Multi-Product Supply Chain Network with Price-Sensitive Demands

ICENSTED 2024, Balıkesir, Turkey, 19 - 21 July 2024, pp.765-770, (Full Text)

3. A Multifaceted Approach to Fault Diagnosis: Comparing Traditional and Deep Learning Methods

Asılkefeli C., Özsoydan F. B.

ICENSTED 2024, Balıkesir, Turkey, 19 - 21 July 2024, pp.910-914, (Full Text)

4. Convolutional Neural Network Application for Control Chart Pattern Recognition

Asılkefeli C., Özsoydan F. B.

ICENSTED 2024, Balıkesir, Turkey, 19 - 21 July 2024, pp.915-918, (Full Text)

5. A Decision Support System for Constrained Mechanical Design Problems: A Case Study for Aircraft Structural Optimization

Çorapçıoğlu Ö., Zırhlı E., Özbilir G., Çalışır E., Özsoydan F. B., Tunçdamar A.

ICAME 2024, Balıkesir, Turkey, 26 - 28 June 2024, pp.20-21, (Summary Text)

6. Genetic Algorithm with Various Encoding Techniques for a Constrained Mechanical Design Problem: A Case Study for Aerospace Component Structural Optimization

Çalışır E., Özbilir G., Zırhlı E., Çorapçıoğlu Ö., Özsoydan F. B., Tunçdamar A.

ICAME 2024, Balıkesir, Turkey, 28 June 2024, pp.40-41, (Summary Text)

7. A machine learning-based solution approach for solving the sustainable biomass supply chain network design problem

Yunusoğlu P., Özsoydan F. B., Bilgen B.

ECCO 2024, Genk, Belgium, 6 - 08 June 2024, pp.41-42, (Summary Text)

8. Performance comparison of recent metaheuristic algorithms for dynamic binary optimization problems

GÖLCÜK İ., ÖZSOYDAN F. B.

International Conference on Interdisciplinary Applications of Artificial Intelligence (ICIDAAI), Yalova, Turkey, 21 - 23 May 2021, (Summary Text)

9. Solving facility location problems with a modified bio-inspired algorithm

KASIRGA A. E., ÖZSOYDAN F. B.

International Conference on Interdisciplinary Applications of Artificial Intelligence (ICIDAAI), Yalova, Turkey, 21 - 23 May 2021, (Summary Text)

10. Training neural networks by quantum enhanced particle swarm optimization

ÖZSOYDAN F. B., GÖLCÜK İ.

International Conference on Interdisciplinary Applications of Artificial Intelligence (ICIDAAI), Yalova, Turkey, 21 - 23 May 2021, (Summary Text)

11. Fuzzy Flower Pollination Algorithm with Chaos for Global Optimization

GÖLCÜK İ., ÖZSOYDAN F. B.

International Online Conference on Intelligent Decision Science, 07 August 2020, (Full Text)

12. Chaos in switching probability of FPA

ÖZSOYDAN F. B., GÖLCÜK İ.

International Design and Engineering Symposium (IDES 2019), İzmir, Turkey, 10 - 12 October 2019, pp.309-315, (Full Text)

13. A quantum local search enhanced PSO for the uncapacitated facility location problem

ÖZSOYDAN F. B., GÖLCÜK İ.

International Design and Engineering Symposium (IDES 2019), İzmir, Turkey, 10 - 12 October 2019, pp.322-329, (Full Text)

14. Analysis of Different Binarization Techniques within Whale Optimization Algorithm

Golcuk I., ÖZSOYDAN F. B., DURMAZ E. D.

Innovations in Intelligent Systems and Applications Conference (ASYU), İzmir, Turkey, 31 October - 02 November 2019, pp.72-76, (Full Text)

15. A flower pollination algorithm for improving cluster analysis

GÖLCÜK İ., BAYKASOĞLU A., ÖZSOYDAN F. B.

International Conference on Applied Mathematics in Engineering, Balıkesir, Turkey, 27 - 29 June 2018, pp.186, (Summary Text)

16. A cultural algorithm for mechanical design optimization

GÖLCÜK İ., BAYKASOĞLU A., ÖZSOYDAN F. B.

International Conference on Applied Mathematics in Engineering, Balıkesir, Turkey, 27 - 29 June 2018, pp.187, (Summary Text)

17. Fully Automated Parking Systems: An Environmentally Friendly Solution for Parking Space Problem in Cities

BAYKASOĞLU A., DUDAKLI N., ÖZSOYDAN F. B.

INTERNATIONAL CONFERENCE ONGOOD LOCAL GOVERNANCE, İzmir, Turkey, 13 - 14 April 2018, pp.37, (Summary Text)

18. Evaluation of Different Dispatching Rule-Based Algorithms in Fully Automated Parking Systems

BAYKASOĞLU A., DUDAKLI N., ÖZSOYDAN F. B.

International Conference on Computer Technologies and Development, İstanbul, Turkey, 24 - 26 March 2018, pp.23-24, (Summary Text)

19. Particle swarm optimization with a quantum based local search for binary optimization problems

ÖZSOYDAN F. B., BAYKASOĞLU A., GÖLCÜK İ.

ISEAIA 2017, Girne, Cyprus (Kktc), 1 - 03 November 2017, pp.27, (Summary Text)

20. A modified binary artificial bee colony algorithm for improving fuzzy c-means clustering performance

GÖLCÜK İ., BAYKASOĞLU A., ÖZSOYDAN F. B.

ISEAIA 2017, Girne, Cyprus (Kktc), 1 - 03 November 2017, pp.26, (Summary Text)

21. Improving Fuzzy C-Means Clustering via Weighted Superposition Attraction Algorithm

BAYKASOĞLU A., GÖLCÜK İ., ÖZSOYDAN F. B.

THE 5TH INTERNATIONAL FUZZY SYSTEMS SYMPOSIUM, Ankara, Turkey, 14 - 15 October 2017, pp.54, (Summary Text)

22. A GRASP Based Algorithm to Reduce Service Time in Fully Automated Parking System

BAYKASOĞLU A., DUDAKLI N., ÖZSOYDAN F. B.

INTERNATIONAL WORKSHOP ON MATHEMATICAL METHODS IN ENGINEERING, Ankara, Turkey, 27 - 29 April 2017, pp.64, (Summary Text)

23. Solving Dynamic Optimization Problems in Real Life Manufacturing Systems

Uluslararası Katılımlı 16. Üretim Araştırmaları Sempozyumu, İstanbul, Turkey, 12 - 14 October 2016, pp.910-916, (Full Text)

24. Minimizing Non Machining Times in Automatic Tool Changers

DUDAKLI N., BAYKASOĞLU A., ÖZSOYDAN F. B., YENİLMEZ İ.

28th European Conference on Operational Research (Euro 2016), Poznan, Poland, 3 - 06 July 2016, pp.297-298, (Summary Text)

25. A GRASP based Algorithm for Simultaneous Optimization of Order Batching and Picking Operations in Warehouses

ECCO XXIX 2016 - 29th Conference of the European Chapter on Combinatorial Optimization, Budapest, Hungary, 26 - 28 May 2016, pp.68-69, (Summary Text)

26. Kaotik ateş böceği algoritması ile mekanik eniyileme problemlerinin çözümü

Özsoydan F. B., Baykasoğlu A.

YAEM 2015, Ankara, Turkey, 7 - 11 September 2015, pp.224, (Summary Text)

27. A GRASP based approach to dynamic scheduling of parallel heat treatment furnaces in a manufacturing company

Multidisciplinary International Scheduling Conference: MISTA 2015, Prag, Czech Republic, 25 - 28 August 2015, pp.656-658, (Full Text)

28. A multi-population firefly algorithm for dynamic optimization problems

IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS), France, 1 - 03 December 2015, (Full Text)

29. A constructive search algorithm for combinatorial dynamic optimization problems

IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS), France, 1 - 03 December 2015, (Full Text)

30. Dinamik Optimizasyon Problemleri İçin Uyarlamalı Ateş Böceği Algoritması

AKILLI SİSTEMLERDE YENİLİKLER VE UYGULAMALARI SEMPOZYUMU: ASYU 2014, İzmir, Turkey, 9 - 10 October 2014, pp.24, (Summary Text)

31. Firefly Algorithm for Continuous and Combinatorial Dynamic Optimization Problems

AVCI M. G., BAYKASOĞLU A., ÖZSOYDAN F. B.

20th Conference of the International Federation of Operational Research Societies, Barselona, Spain, 13 - 18 July 2014, pp.214, (Summary Text)

32. An Intelligent Water Drops Algorithm Combined with Differential Evolution Algorithm for Solving Cardinality Constrained Portfolio Optimization Problems

26th European Conference on Operational Research, 1 - 04 July 2013, (Summary Text)

33. Comparative Analysis of Differential Evolution Firefly and Genetic Algorithms on Dynamic Environments

SİPAHİOĞLU A., ÖZSOYDAN F. B.

26th European Conference on Operational Research (26. EURO/INFORMS), Roma, Italy, 1 - 04 July 2013, pp.7, (Summary Text)

34. A Multiple Objective Mathematical Programming Model for a Closed Loop Supply Chain Network Design under Uncertainty

SUBULAN K., BAYKASOĞLU A., ÖZSOYDAN F. B., TAŞAN A. S., SELİM H.

International IIE Conference - Yöneylem Araştırması ve Endüstri Mühendisliği (YAEM) 33. Ulusal Kongresi, İstanbul, Turkey, 26 - 28 June 2013, (Summary Text) Sustainable Development

35. A Comparison of Two Evolutionary Algorithms on the Cumulative Capacitated Vehicle Routing Problem

25th Conference of European Chapter on Combinatorial Optimization, Antalya, Turkey, 26 - 28 April 2012, pp.20, (Summary Text)

36. A New Discrete Particle Swarm Optimization Design for the Multi Depot Open Vehicle Routing Problem

SİPAHİOĞLU A., ÖZSOYDAN F. B.

IX International Logistics Supply Chain Congress, İzmir, Turkey, 27 - 29 October 2011, pp.363-370, (Full Text)

37. A Discrete Particle Swarm Optimization Algorithm For The Capacitated P Median Problem

AKTAR DEMİRTAŞ E., ÖZSOYDAN F. B.

12th International Symposium on Econometrics Operations Research and Statistics, Denizli, Turkey, 26 - 29 May 2011, pp.130-135, (Full Text)

38. Determination of Optimal Kitchen Faucets Styles By A New Genetic Algorithm

12th International Symposium on Econometrics Operations Research and Statistics, Denizli, Turkey, 26 - 29 May 2011, pp.121-129, (Full Text)

39. A Discrete Particle Swarm Optimization Algorithm for Bi Criteria Warehouse Location Problem

ÖZSOYDAN F. B., SARAÇ T.

12th International Symposium on Econometrics Operations Research and Statistics, Denizli, Turkey, 26 - 29 May 2011, pp.291, (Summary Text)

40. A SOLUTION APPROACH FOR STAFF SCHEDULING IN SERVICE SYSTEMS

24th European Conference on Operational Research, Lizbon, Portugal, 11 - 14 July 2010, pp.112, (Summary Text)

41. DARBOĞAZ GEZGİN SATICI PROBLEMİ İÇİN BİR ÇÖZÜM YAKLAŞIMI ÖNERİSİ