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S. Karahan Orak, N. Aydin, E. Karatas / IJOCTA, Vol.15, No.1, pp.14-24 (2025)

[37] Byrd, R. H., Chin, G. M., Nocedal, J., & Wu, Nezir Aydin holds a PhD. in Industrial and Systems En-
Y. (2012). Sample size selection in optimization gineering from Wayne State University/MI/USA and an
methods for machine learning. Mathemati- MSc and BSc in Industrial Engineering from Yildiz Tech-
cal Programming, 134 (1), 127-155. https: nical University/Istanbul/Turkiye. He conducted over ten
research projects and taught graduate and undergraduate-
//doi.org/10.1007/s10107-012-0572-5
level courses in Supply chain management, Stochastic op-
timization, Decision-making under uncertainty, Modeling
and optimization, Transportation, Simulation and System
analysis. He has published over 60 research papers in Sco-
Seyda Karahan Orak received a B.Sc. degree in Indus-
pus and WOS-indexed journals. Dr. Aydin was among the
trial Engineering from C¸ukurova University in 2019. Cur-
Top 2% of Scientists Worldwide in 2023 and 2024. He su-
rently, she is studying MSc. at Yıldız Technical University
pervised several MSc. and Ph.D. students.
in the Department of Industrial Engineering. Profession-
ally, she works as a specialist in a global company, where https://orcid.org/0000-0003-3621-0619
she has gained experience in production planning and pro- Ecem Karatas received a B.Sc. degree in Industrial En-
curement. Her areas of interest include production plan- gineering from Atat¨urk University in 2021. Currently, she
ning, decision making, mathematical programming, opti- is studying MSc. at Yıldız Technical University in the De-
mization problems, goal programming, and fuzzy sets. partment of Industrial Engineering.
https://orcid.org/0009-0006-7954-516X https://orcid.org/0009-0006-5351-9027

An International Journal of Optimization and Control: Theories & Applications
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