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

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

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)

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

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

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

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)

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)

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)

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)

Effects of dominant wolves in grey wolf optimization algorithm

ÖZSOYDAN F. B.

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

Artificial search agents with cognitive intelligence for binary optimization problems

ÖZSOYDAN F. B.

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

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)

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)

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)

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

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

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)

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

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

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)

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)

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

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

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)

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

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

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

An improved firefly algorithm for solving dynamic multidimensional knapsack problems

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

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)

Articles Published in Other Journals

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)

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)

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)

Refereed Congress / Symposium Publications in Proceedings

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

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

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

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

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

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

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

Fuzzy Flower Pollination Algorithm with Chaos for Global Optimization

GÖLCÜK İ., ÖZSOYDAN F. B.

International Online Conference on Intelligent Decision Science, 07 August 2020

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

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

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

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

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

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

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

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

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

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

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

Solving Dynamic Optimization Problems in Real Life Manufacturing Systems

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

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

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

Kaotik ateş böceği algoritması ile mekanik eniyileme problemlerinin çözümü

Özsoydan F. B., Baykasoğlu A.

YAEM 2015, Ankara, Turkey, 7 - 11 September 2015, pp.224

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

A constructive search algorithm for combinatorial dynamic optimization problems

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

A multi-population firefly algorithm for dynamic optimization problems

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

Dinamik Optimizasyon Problemleri İçin Uyarlamalı Ateş Böceği Algoritması

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

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

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

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

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 Sustainable Development

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

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

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

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

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

A SOLUTION APPROACH FOR STAFF SCHEDULING IN SERVICE SYSTEMS

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

DARBOĞAZ GEZGİN SATICI PROBLEMİ İÇİN BİR ÇÖZÜM YAKLAŞIMI ÖNERİSİ