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个人简介
Research Activities
Dr. Turan's research interests revolve around the development and application of data-driven optimization algorithms and simulation models arising in different domains including service and maintenance logistics, defense applications (fleet management, workforce, and resource planning), energy capacity expansion, and telecommunications networks. He is currently focused on the integration of machine learning (e.g., reinforcement learning), artificial intelligence, and computational intelligence techniques (e.g., genetic algorithms) with simulation models (discrete event and system dynamics) to solve complex decision-making problems.
He has directed and participated in several projects in the mentioned areas supported by the Department of Defence, Qatar National Research Fund, The Scientific and Technological Research Council of Turkey and Balassi Institute.
Professional Activities
Dr. Turan was the guest editor for at the Annals of Operations Research journal to organize a special issue on the recent advances in simulation-based optimization, and he is an editorial board member of the Journal of Business Analytics. He was the convener of the 3rd and 4th IEEE Systems Modeling Conference, and he organized several special sessions devoted to simulation-based optimization in international conferences. He has also served as a Committee Member for many leading international conferences on modeling and simulation, information technology, and management science.
Teaching Activities
Dr. Turan has taught a total of 15 different courses at different university levels (bachelor and master) including students from different backgrounds. He is interested in teaching courses on data science and decision analytics, computer simulation modeling, operations research (including linear, integer, dynamic, and stochastic dynamic programming), optimization methods (including heuristics and meta-heuristics).
Dr. Turan's research interests revolve around the development and application of data-driven optimization algorithms and simulation models arising in different domains including service and maintenance logistics, defense applications (fleet management, workforce, and resource planning), energy capacity expansion, and telecommunications networks. He is currently focused on the integration of machine learning (e.g., reinforcement learning), artificial intelligence, and computational intelligence techniques (e.g., genetic algorithms) with simulation models (discrete event and system dynamics) to solve complex decision-making problems.
He has directed and participated in several projects in the mentioned areas supported by the Department of Defence, Qatar National Research Fund, The Scientific and Technological Research Council of Turkey and Balassi Institute.
Professional Activities
Dr. Turan was the guest editor for at the Annals of Operations Research journal to organize a special issue on the recent advances in simulation-based optimization, and he is an editorial board member of the Journal of Business Analytics. He was the convener of the 3rd and 4th IEEE Systems Modeling Conference, and he organized several special sessions devoted to simulation-based optimization in international conferences. He has also served as a Committee Member for many leading international conferences on modeling and simulation, information technology, and management science.
Teaching Activities
Dr. Turan has taught a total of 15 different courses at different university levels (bachelor and master) including students from different backgrounds. He is interested in teaching courses on data science and decision analytics, computer simulation modeling, operations research (including linear, integer, dynamic, and stochastic dynamic programming), optimization methods (including heuristics and meta-heuristics).
研究兴趣
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Resources Policy (2024): 105038
INTERNATIONAL JOURNAL OF PRODUCTION RESEARCHno. 12 (2024): 4494-4529
JOURNAL OF SIMULATIONno. 2 (2024): 154-179
Expert Systems with Applicationspp.124408, (2024)
APPLIED SOFT COMPUTINGno. Part B (2023): 111025
CIRP Journal of Manufacturing Science and Technology (2023): 27-44
Journal of Global Optimizationno. 2 (2023): 467-494
Intelligent and Transformative Production in Pandemic Timespp.561-571, (2023)
Intelligent and Transformative Production in Pandemic Timespp.671-680, (2023)
Intelligent and Transformative Production in Pandemic Timespp.583-592, (2023)
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