Metrics
Publication
82
Open Access
3
UN Sustainable Development Goals
Announcements & Documents
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Education
2012 - 2016
2012 - 2016Doctorate
Dokuz Eylul University, Fen Bilimleri Enstitüsü, Endüstri Mühendisliği (Dr), Turkey
2009 - 2012
2009 - 2012Postgraduate
Eskisehir Osmangazi University, Fen Bilimleri Enstitüsü, Endüstri Mühendisliği (Yl) (Tezli), Turkey
2005 - 2009
2005 - 2009Undergraduate
Eskisehir Osmangazi University, Mühendislik-Mimarlık Fakültesi, Endüstri Mühendisliği Bölümü, Turkey
Dissertations
2016
2016Doctorate
Modelling and solving optimization problems in uncertain/dynamic environments with manufacturing systems examples
Dokuz Eylul University, Fen Bilimleri Enstitüsü, Endüstri Mühendisliği (Dr)
2011
2011Postgraduate
Birikimli açık araç rotalama problemi için sezgisel çözüm yaklaşımları
Eskisehir Osmangazi University, Fen Bilimleri Enstitüsü, Endüstri Mühendisliği (Yl) (Tezli)
Foreign Languages
C1 Advanced
C1 AdvancedEnglish
Research Areas
Computer Learning
Evolutionary Computing
Neural Networks
Scheduling
Academic Positions
2020 - Present
2020 - PresentAssociate Professor
Dokuz Eylul University, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümü
2018 - 2020
2018 - 2020Assistant Professor
Dokuz Eylul University, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümü
2011 - 2018
2011 - 2018Research Assistant
Dokuz Eylul University, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümü
2009 - 2011
2009 - 2011Research Assistant
Eskisehir Osmangazi University, Mühendislik-Mimarlık Fakültesi, Endüstri Mühendisliği Bölümü
Managerial Experience
2023 - Present
2023 - PresentBilişim Teknolojileri Araştırma ve Uygulama Merkezi Merkez Yönetim Kurulu Üyesi
Dokuz Eylul University, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümü
Courses
Postgraduate
Postgraduate
M.Sc. Seminar
Ms.Sc. Research
Ms.Sc. Thesis
IE 530 EVOLUTIONARY ALGORITHMS (İZMİR EKONOMİ ÜNİVERSİTESİ)
Undergraduate
Undergraduate
YAPAY ZEKA VE ENDÜSTRİDE UYGULAMALARI
BİLGİSAYAR PROGRAMLAMA UYGULAMALARI 2. Şb
SEMİNER
BİTİRME PROJESİ
BİLGİSAYAR PROGRAMLAMA UYGULAMALARI 4. Şb
SİSTEM VE MATEMATİKSELMODELLEMEYE GİRİŞ
BİLGİSAYAR PROGRAMLAMA UYGULAMALARI
Yapay Zeka ve Endüstride Uygulamaları
BİLGİSAYAR PROGRAMLAMA
IE 251 OPTIMIZATİON I-LINEAR MODELS (UYG.) (İZMİR EKONOMİ ÜNİVERSİTESİ)
HESAP ÇİZELGELERİ İLE YÖNETİM BİLİMİ MODELLEMESİ
IE 251 OPTIMIZATİON I-LINEAR MODELS (TEO.) (İZMİR EKONOMİ ÜNİVERSİTESİ)
ENDÜSTRİDE BİLGİSAYAR UYGULAMALARI
PROJECT MANAGEMENT
MODERN ÜRETİM SİSTEMLERİ
IE 261 INDUSTRIAL INFORMATION SYSTEMS (İZMİR EKONOMİ ÜNİVERSİTESİ)
MANAGEMENT SCIENCE MODELING WITH SPREADSHEETS
Supervised Theses
in Progress
in ProgressDoctorate
Learning-based algorithms for solving machine scheduling problems
Özsoydan F. B. (Advisor)
P.Yunusoğlu(Student)
in Progress
in ProgressPostgraduate
A machine learning study for cluster analysis assessment
Özsoydan F. B. (Advisor)
İ.Taner(Student)
in Progress
in ProgressPostgraduate
Hyperparameter and Parameter Optimization for Feedforward Neural Networks by Using Neuroevolutionary Algorithms
Özsoydan F. B. (Advisor)
K.Çullu(Student)
in Progress
in ProgressDoctorate
Machine Learning Applications in Vehicle Routing Problems
Özsoydan F. B. (Advisor)
C.Asılkefeli(Student)
2022
2022Postgraduate
P-medyan problemi ve uzantıları için metasezgisel çözüm yaklaşımları
ÖZSOYDAN F. B. (Advisor)
A.EREL(Student)
Articles
All (38)
SCI-E, SSCI, AHCI (35)
SCI-E, SSCI, AHCI, ESCI (36)
ESCI (1)
Scopus (35)
TRDizin (3)
Other Publications (1)
2025
20251. A hyper-heuristic enhanced neuro-evolutionary algorithm with self-adaptive operators and various activation functions for classification problems
ÖZSOYDAN F. B., Gölcük İ., Durmaz E. D.
Neural Networks
, vol.190, 2025 (SCI-Expanded, Scopus)
2025
20252. 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
ÖZSOYDAN F. B.
Computers and Operations Research
, vol.181, 2025 (SCI-Expanded, Scopus)
2025
20253. Reinforcement and opposition-based learning enhanced weighted mean of vectors algorithm for global optimization and feature selection
Gölcük İ., ÖZSOYDAN F. B., Durmaz E. D.
Knowledge-Based Systems
, vol.319, 2025 (SCI-Expanded, Scopus)
2025
20254. 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, Scopus)
2024
20245. 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, Scopus)
2024
20246. 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, Scopus)
2023
20237. 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 (TRDizin)
2023
20238. 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, Scopus)
2023
20239. 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, Scopus)
2023
202310. 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, Scopus)
2022
202211. 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, Scopus)
2021
202112. Chaos and intensification enhanced flower pollination algorithm to solve mechanical design and unconstrained function optimization problems
ÖZSOYDAN F. B., BAYKASOĞLU A.
Expert Systems with Applications
, vol.184, 2021 (SCI-Expanded, Scopus)
2021
202113. A species-based flower pollination algorithm with increased selection pressure in abiotic local pollination and enhanced intensification
ÖZSOYDAN F. B., BAYKASOĞLU A.
KNOWLEDGE-BASED SYSTEMS
, vol.225, 2021 (SCI-Expanded, Scopus)
2021
202114. Q-learning and hyper-heuristic based algorithm recommendation for changing environments
Golcuk I., ÖZSOYDAN F. B.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
, vol.102, 2021 (SCI-Expanded, Scopus)
2021
202115. 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, Scopus)
2021
202116. 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, Scopus)
2020
202017. 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, Scopus)
2020
202018. 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, Scopus)
2019
201919. Analysing the effects of various switching probability characteristics in flower pollination algorithm for solving unconstrained function minimization problems
ÖZSOYDAN F. B., BAYKASOĞLU A.
NEURAL COMPUTING & APPLICATIONS
, vol.31, no.11, pp.7805-7819, 2019 (SCI-Expanded, Scopus)
2019
201920. Effects of dominant wolves in grey wolf optimization algorithm
ÖZSOYDAN F. B.
APPLIED SOFT COMPUTING
, vol.83, 2019 (SCI-Expanded, Scopus)
2019
201921. Artificial search agents with cognitive intelligence for binary optimization problems
ÖZSOYDAN F. B.
COMPUTERS & INDUSTRIAL ENGINEERING
, vol.136, pp.18-30, 2019 (SCI-Expanded, Scopus)
2019
201922. A swarm intelligence-based algorithm for the set-union knapsack problem
ÖZSOYDAN F. B., BAYKASOĞLU A.
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
, vol.93, pp.560-569, 2019 (SCI-Expanded, Scopus)
2019
201923. Quantum firefly swarms for multimodal dynamic optimization problems
ÖZSOYDAN F. B., BAYKASOĞLU A.
EXPERT SYSTEMS WITH APPLICATIONS
, vol.115, pp.189-199, 2019 (SCI-Expanded, Scopus)
2019
201924. Improving fuzzy c-means clustering via quantum-enhanced weighted superposition attraction algorithm
BAYKASOĞLU A., Golcuk I., ÖZSOYDAN F. B.
HACETTEPE JOURNAL OF MATHEMATICS AND STATISTICS
, vol.48, no.3, pp.859-882, 2019 (SCI-Expanded, Scopus, TRDizin)
2018
201825. Dynamic optimization in binary search spaces via weighted superposition attraction algorithm
BAYKASOĞLU A., ÖZSOYDAN F. B.
EXPERT SYSTEMS WITH APPLICATIONS
, vol.96, pp.157-174, 2018 (SCI-Expanded, Scopus)
2018
201826. A quantum based local search enhanced particle swarm optimization for binary spaces
ÖZSOYDAN F. B.
PAMUKKALE UNIVERSITY JOURNAL OF ENGINEERING SCIENCES-PAMUKKALE UNIVERSITESI MUHENDISLIK BILIMLERI DERGISI
, vol.24, no.4, pp.675-681, 2018 (ESCI, TRDizin)
2018
201827. Minimisation of non-machining times in operating automatic tool changers of machine tools under dynamic operating conditions
BAYKASOĞLU A., ÖZSOYDAN F. B.
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
, vol.56, no.4, pp.1548-1564, 2018 (SCI-Expanded, Scopus)
2018
201828. Dynamic scheduling of parallel heat treatment furnaces: A case study at a manufacturing system
BAYKASOĞLU A., ÖZSOYDAN F. B.
JOURNAL OF MANUFACTURING SYSTEMS
, vol.46, pp.152-162, 2018 (SCI-Expanded, Scopus)
2017
201729. Evolutionary and population-based methods versus constructive search strategies in dynamic combinatorial optimization
BAYKASOĞLU A., ÖZSOYDAN F. B.
INFORMATION SCIENCES
, vol.420, pp.159-183, 2017 (SCI-Expanded, Scopus)
2017
201730. Minimizing tool switching and indexing times with tool duplications in automatic machines
BAYKASOĞLU A., ÖZSOYDAN F. B.
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY
, vol.89, pp.1775-1789, 2017 (SCI-Expanded, Scopus)
2016
201631. An improved approach for determination of index positions on CNC magazines with cutting tool duplications by integrating shortest path algorithm
BAYKASOĞLU A., ÖZSOYDAN F. B.
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH
, vol.54, no.3, pp.742-760, 2016 (SCI-Expanded, Scopus)
2015
201532. A GRASP based solution approach to solve cardinality constrained portfolio optimization problems
BAYKASOĞLU A., Yunusoglu M. G., ÖZSOYDAN F. B.
COMPUTERS & INDUSTRIAL ENGINEERING
, vol.90, pp.339-351, 2015 (SCI-Expanded, Scopus)
2015
201533. Adaptive firefly algorithm with chaos for mechanical design optimization problems
BAYKASOĞLU A., ÖZSOYDAN F. B.
APPLIED SOFT COMPUTING
, vol.36, pp.152-164, 2015 (SCI-Expanded, Scopus)
2015
201534. 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, Scopus)
2015
201535. NEURAL-NETWORK-BASED GENETIC ALGORITHM FOR OPTIMAL KITCHEN FAUCET STYLES
Özsoydan F. B., Kandemir C. M., Demirtas E. A.
NEURAL NETWORK WORLD
, vol.25, no.4, pp.387-404, 2015 (SCI-Expanded)
2014
201436. An improved firefly algorithm for solving dynamic multidimensional knapsack problems
BAYKASOĞLU A., ÖZSOYDAN F. B.
EXPERT SYSTEMS WITH APPLICATIONS
, vol.41, no.8, pp.3712-3725, 2014 (SCI-Expanded, Scopus)
2013
201337. Heuristic solution approaches for the cumulative capacitated vehicle routing problem
ÖZSOYDAN F. B., SİPAHİOĞLU A.
OPTIMIZATION
, vol.62, no.10, pp.1321-1340, 2013 (SCI-Expanded, Scopus)
2011
201138. 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
2024
20241. 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)
2024
20242. An Efficient Design of a Multi-Echelon and Multi-Product Supply Chain Network with Price-Sensitive Demands
Yunusoğlu P., Eren Akyol D., Özsoydan F. B.
ICENSTED 2024, Balıkesir, Turkey, 19 - 21 July 2024, pp.765-770, (Full Text)
2024
20243. 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)
2024
20244. 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)
2024
20245. 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)
2024
20246. 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)
2024
20247. 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)
2021
20218. 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)
2021
20219. 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)
2021
202110. 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)
2020
202011. 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)
2019
201912. 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)
2019
201913. 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)
2019
201914. 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)
2018
201815. 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)
2018
201816. 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)
2018
201817. 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)
2018
201818. 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)
2017
201719. 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)
2017
201720. 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)
2017
201721. 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)
2017
201722. 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)
2016
201623. Solving Dynamic Optimization Problems in Real Life Manufacturing Systems
ÖZSOYDAN F. B., BAYKASOĞLU A.
Uluslararası Katılımlı 16. Üretim Araştırmaları Sempozyumu, İstanbul, Turkey, 12 - 14 October 2016, pp.910-916, (Full Text)
2016
201624. Minimizing Non Machining Times in Automatic Tool Changers
ÖZSOYDAN F. B., BAYKASOĞLU A.
28th European Conference on Operational Research (Euro 2016), Poznan, Poland, 3 - 06 July 2016, pp.297-298, (Summary Text)
2016
201625. A GRASP based Algorithm for Simultaneous Optimization of Order Batching and Picking Operations in Warehouses
DUDAKLI N., BAYKASOĞLU A., ÖZSOYDAN F. B., YENİLMEZ İ.
ECCO XXIX 2016 - 29th Conference of the European Chapter on Combinatorial Optimization, Budapest, Hungary, 26 - 28 May 2016, pp.68-69, (Summary Text)
2015
201526. 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)
2015
201527. A GRASP based approach to dynamic scheduling of parallel heat treatment furnaces in a manufacturing company
BAYKASOĞLU A., ÖZSOYDAN F. B.
Multidisciplinary International Scheduling Conference: MISTA 2015, Prag, Czech Republic, 25 - 28 August 2015, pp.656-658, (Full Text)
2015
201528. A multi-population firefly algorithm for dynamic optimization problems
ÖZSOYDAN F. B., BAYKASOĞLU A.
IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS), France, 1 - 03 December 2015, (Full Text)
2015
201529. A constructive search algorithm for combinatorial dynamic optimization problems
BAYKASOĞLU A., ÖZSOYDAN F. B.
IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS), France, 1 - 03 December 2015, (Full Text)
2014
201430. Dinamik Optimizasyon Problemleri İçin Uyarlamalı Ateş Böceği Algoritması
ÖZSOYDAN F. B., BAYKASOĞLU A.
AKILLI SİSTEMLERDE YENİLİKLER VE UYGULAMALARI SEMPOZYUMU: ASYU 2014, İzmir, Turkey, 9 - 10 October 2014, pp.24, (Summary Text)
2014
201431. Firefly Algorithm for Continuous and Combinatorial Dynamic Optimization Problems
ÖZSOYDAN F. B., BAYKASOĞLU A.
20th Conference of the International Federation of Operational Research Societies, Barselona, Spain, 13 - 18 July 2014, pp.214, (Summary Text)
2013
201332. An Intelligent Water Drops Algorithm Combined with Differential Evolution Algorithm for Solving Cardinality Constrained Portfolio Optimization Problems
AVCI M. G., BAYKASOĞLU A., ÖZSOYDAN F. B.
26th European Conference on Operational Research, 1 - 04 July 2013, (Summary Text)
2013
201333. Comparative Analysis of Differential Evolution Firefly and Genetic Algorithms on Dynamic Environments
ÖZSOYDAN F. B., BAYKASOĞLU A.
26th European Conference on Operational Research (26. EURO/INFORMS), Roma, Italy, 1 - 04 July 2013, pp.7, (Summary Text)
2013
201334. 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)
2012
201235. A Comparison of Two Evolutionary Algorithms on the Cumulative Capacitated Vehicle Routing Problem
SİPAHİOĞLU A., ÖZSOYDAN F. B.
25th Conference of European Chapter on Combinatorial Optimization, Antalya, Turkey, 26 - 28 April 2012, pp.20, (Summary Text)
2011
201136. 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)
2011
201137. A Discrete Particle Swarm Optimization Algorithm For The Capacitated P Median Problem
ÖZSOYDAN F. B., SİPAHİOĞLU A.
12th International Symposium on Econometrics Operations Research and Statistics, Denizli, Turkey, 26 - 29 May 2011, pp.130-135, (Full Text)
2011
201138. Determination of Optimal Kitchen Faucets Styles By A New Genetic Algorithm
AKTAR DEMİRTAŞ E., ÖZSOYDAN F. B.
12th International Symposium on Econometrics Operations Research and Statistics, Denizli, Turkey, 26 - 29 May 2011, pp.121-129, (Full Text)
2011
201139. 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)
2010
201040. A SOLUTION APPROACH FOR STAFF SCHEDULING IN SERVICE SYSTEMS
ÖZSOYDAN F. B., SİPAHİOĞLU A.
24th European Conference on Operational Research, Lizbon, Portugal, 11 - 14 July 2010, pp.112, (Summary Text)
2010
201041. DARBOĞAZ GEZGİN SATICI PROBLEMİ İÇİN BİR ÇÖZÜM YAKLAŞIMI ÖNERİSİ
ÖZSOYDAN F. B., SİPAHİOĞLU A.
Yöneylem Araştırması ve Endüstri Mühendisliği Kongresi 2010, İstanbul, Turkey, 30 June - 02 July 2010, pp.120-121, (Summary Text)
Books
2021
20211. Fuzzy Flower Pollination Algorithm with Chaos for Global Optimization
GÖLCÜK İ., ÖZSOYDAN F. B.
in: Progress in Intelligent Decision Science, Tofigh AllahviranlooSoheil SalahshourNafiz Arica, Editor, Springer, pp.406-414, 2021
2021
20212. Cuckoo Search Algorithm with Various Walks
ÖZSOYDAN F. B., GÖLCÜK İ.
in: Applications of Cuckoo Search Algorithm and its Variants, Dey, Nilanjan, Editor, Springer, pp.44-77, 2021
2019
20193. Dinamik Optimizasyon
BAYKASOĞLU A., ÖZSOYDAN F. B.
in: Çağdaş Endüstri Mühendisliği, Ercan Öztemel, Editor, Papatya Bilim Üniversite Yayıncılğı, pp.457-486, 2019
Funded Projects
2024 - 2025
2024 - 2025Elektrik Motoru Üreten Bir İşletmede Veri Analizi ve Makine Öğrenmesi Uygulamaları: Segmentasyon ve Tahminleme Çalışmaları
TUBITAK Project , 2209-B - Sanayiye Yönelik Lisans Araştırma Projeleri Destekleme Programı
Özsoydan F. B., Kahyaoğlu B., Tarhan A. S.(Executive)
2024 - 2025
2024 - 2025Üst Sezgisel Optimizasyon Algoritmaları ile Tasarım Optimizasyonu Yapan bir Karar Destek Sistemi Geliştirilmesi
TUBITAK Project , 2209-B - Sanayiye Yönelik Lisans Araştırma Projeleri Destekleme Programı
Özsoydan F. B., Tunçdamar A., Çorapçıoğlu Ö.(Executive)
2022 - 2025
2022 - 2025Dokuz Eylül Üniversitesi Kampüslerinde Coğrafi Bilgi Sistemleri Teknolojisi İle Akıllı Üniversite Altyapısının Oluşturulması
Project Supported by Higher Education Institutions , BAP Guided
TECİM V. (Executive), YILDIZ C., TARHAN Ç., AYDIN C., AŞAN H., ÖZSOYDAN F. B., et al.
2023 - 2024
2023 - 2024TUSAŞ LiftUp: A Metaheuristic Aided Deceision Support System for Mechanical Optimization
Project Supported by Other Official Institutions
Özsoydan F. B., T*** A.
2022 - 2024
2022 - 2024Makine öğrenmesi algoritmalarının iş-makine çizelgeleme problemlerindeki performanslarının araştırılması: Bulut bilişim tabanlı bir prototip model önerisi
Project Supported by Higher Education Institutions , BAP Research Project
ÖZSOYDAN F. B. (Executive), GÖLCÜK İ.
2021 - 2022
2021 - 2022Değişen ortamlarda yapay sinir ağlarını eğitmek için dinamik metasezgisel algoritmaların geliştirilmesi
Project Supported by Higher Education Institutions , BAP Research Project
Gölcük İ. (Executive), Özsoydan F. B.
2017 - 2018
2017 - 2018Tam Otomatik Otopark Sistemlerinde Hizmet Sürelerinin İyileştirilmesi
Project Supported by Higher Education Institutions , BAP Research Project
ÖZSOYDAN F. B., BAYKASOĞLU A. (Executive), DUDAKLI N.
2015 - 2017
2015 - 2017Dinamik Meta-Sezgisel Optimizasyon
TUBITAK Project , 1001 - Program for Supporting Scientific and Technological Research Projects
Baykasoğlu A. (Executive)
2014 - 2015
2014 - 2015Isıl İşlem Fırınlarının Dinamik Yüklenmesiyle Norm Cıvata A Ş de Verimlilik İyileştirme
Industrial Thesis Project
BAYKASOĞLU A. (Executive)
Awards
June 2019
June 2019TÜBİTAK Üniversite Öğrencileri Araştırma Proje Yarışmaları / Bölge İkincilik Ödülü
Tübitak
August 2015
August 2015T.C. Bilim, Sanayi ve Teknoloji, Bakanlığı, 2016 Verimlilik Proje Ödülü, Büyük İşletmeler, Ar-Ge kategorisi
T.C. Bilim, Sanayi Ve Teknoloji, Bakanlığı