I. Esra Büyüktahtakin

33 papers Journal 33

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	An adaptive K-means and reinforcement learning (RL) algorithm to effective vaccine distribution. Comput. Oper. Res. Elson Cibaku, I. Esra Büyüktahtakin
2026	J	`jnl`	Discovering heuristics with Large Language Models (LLMs) for mixed-integer programs: Single-machine scheduling. Comput. Oper. Res. Ibrahim Oguz Çetinkaya, I. Esra Büyüktahtakin, Parshin Shojaee, Chandan K. Reddy
2025	J	`jnl`	A non-anticipative learning-optimization framework for solving multi-stage stochastic programs. Ann. Oper. Res. Dogacan Yilmaz, I. Esra Büyüktahtakin
2025	J	`jnl`	Discovering Heuristics with Large Language Models (LLMs) for Mixed-Integer Programs: Single-Machine Scheduling. CoRR Ibrahim Oguz Çetinkaya, I. Esra Büyüktahtakin, Parshin Shojaee, Chandan K. Reddy
2024	J	`jnl`	A K-means Supported Reinforcement Learning Framework to Multi-dimensional Knapsack. J. Glob. Optim. Sabah Bushaj, I. Esra Büyüktahtakin
2024	J	`jnl`	A deep reinforcement learning framework for solving two-stage stochastic programs. Optim. Lett. Dogacan Yilmaz, I. Esra Büyüktahtakin
2024	J	`jnl`	Algorithms for Finding the Best Pure Nash Equilibrium in Edge-weighted Budgeted Maximum Coverage Games. CoRR Hyunwoo Lee, Robert Hildebrand, Wenbo Cai, I. Esra Büyüktahtakin
2024	J	`jnl`	An expandable machine learning-optimization framework to sequential decision-making. Eur. J. Oper. Res. Dogacan Yilmaz, I. Esra Büyüktahtakin
2024	J	`jnl`	Correction to: Stage-t scenario dominance for risk-averse multi-stage stochastic mixed-integer programs. Ann. Oper. Res. I. Esra Büyüktahtakin
2024	J	`jnl`	Toward TransfORmers: Revolutionizing the Solution of Mixed Integer Programs with Transformers. CoRR Joshua F. Cooper, Seung Jin Choi, I. Esra Büyüktahtakin
2023	J	`jnl`	A simulation-deep reinforcement learning (SiRL) approach for epidemic control optimization. Ann. Oper. Res. Sabah Bushaj, Xuecheng Yin, Arjeta Beqiri, Donald Andrews, I. Esra Büyüktahtakin
2023	J	`jnl`	An Expandable Machine Learning-Optimization Framework to Sequential Decision-Making. CoRR Dogacan Yilmaz, I. Esra Büyüktahtakin
2023	J	`jnl`	COVID-19: Data-Driven optimal allocation of ventilator supply under uncertainty and risk. Eur. J. Oper. Res. Xuecheng Yin, I. Esra Büyüktahtakin, Bhumi P. Patel
2023	J	`jnl`	Learning Optimal Solutions via an LSTM-Optimization Framework. Oper. Res. Forum Dogacan Yilmaz, I. Esra Büyüktahtakin
2023	J	`jnl`	Scenario-dominance to multi-stage stochastic lot-sizing and knapsack problems. Comput. Oper. Res. I. Esra Büyüktahtakin
2022	J	`jnl`	Learning Optimal Solutions via an LSTM-Optimization Framework. CoRR Dogacan Yilmaz, I. Esra Büyüktahtakin
2022	J	`jnl`	Risk-averse multi-stage stochastic optimization for surveillance and operations planning of a forest insect infestation. Eur. J. Oper. Res. Sabah Bushaj, I. Esra Büyüktahtakin, Robert G. Haight
2022	J	`jnl`	Stage-t scenario dominance for risk-averse multi-stage stochastic mixed-integer programs. Ann. Oper. Res. I. Esra Büyüktahtakin
2021	J	`jnl`	A Multi-Stage Stochastic Programming Approach to Epidemic Resource Allocation with Equity Considerations. CoRR Xuecheng Yin, I. Esra Büyüktahtakin
2021	J	`jnl`	A Multistage Stochastic Programming Approach to the Optimal Surveillance and Control of the Emerald Ash Borer in Cities. INFORMS J. Comput. Eyyüb Y. Kibis, I. Esra Büyüktahtakin, Robert G. Haight, Najmaddin Akhundov, Kathleen Knight, Charles E. Flower
2021	J	`jnl`	Battery asset management with cycle life prognosis. Reliab. Eng. Syst. Saf. Xinyang Liu, Zhuoyuan Zheng, I. Esra Büyüktahtakin, Zhi Zhou, Pingfeng Wang
2021	J	`jnl`	COVID-19: Optimal Allocation of Ventilator Supply under Uncertainty and Risk. CoRR Xuecheng Yin, I. Esra Büyüktahtakin, Bhumi P. Patel
2018	J	`jnl`	A new epidemics-logistics model: Insights into controlling the Ebola virus disease in West Africa. Eur. J. Oper. Res. I. Esra Büyüktahtakin, Emmanuel Desbordes, Eyyüb Y. Kibis
2018	J	`jnl`	A review of operations research models in invasive species management: state of the art, challenges, and future directions. Ann. Oper. Res. I. Esra Büyüktahtakin, Robert G. Haight
2018	J	`jnl`	Partial objective inequalities for the multi-item capacitated lot-sizing problem. Comput. Oper. Res. I. Esra Büyüktahtakin, J. Cole Smith, Joseph C. Hartman
2018	J	`jnl`	Stochastic dynamic resource allocation for HIV prevention and treatment: An approximate dynamic programming approach. Comput. Ind. Eng. Özlem Cosgun, I. Esra Büyüktahtakin
2017	J	`jnl`	A two-stage stochastic mixed-integer programming approach to the competition of biofuel and food production. Comput. Ind. Eng. Halil I. Cobuloglu, I. Esra Büyüktahtakin
2017	J	`jnl`	Optimizing invasive species management: A mixed-integer linear programming approach. Eur. J. Oper. Res. Eyyüb Y. Kibis, I. Esra Büyüktahtakin
2016	J	`jnl`	Dynamic programming approximation algorithms for the capacitated lot-sizing problem. J. Glob. Optim. I. Esra Büyüktahtakin, Ning Liu
2015	J	`jnl`	A stochastic multi-criteria decision analysis for sustainable biomass crop selection. Expert Syst. Appl. Halil I. Cobuloglu, I. Esra Büyüktahtakin
2014	J	`jnl`	A multi-objective optimization approach for invasive species control. J. Oper. Res. Soc. I. Esra Büyüktahtakin, Zhuo Feng, Ferenc Szidarovszky
2011	J	`jnl`	A dynamic model of controlling invasive species. Comput. Math. Appl. I. Esra Büyüktahtakin, Zhuo Feng, George Frisvold, Ferenc Szidarovszky, Aaryn Olsson
2011	J	`jnl`	Manipulating the Steady State of Metabolic Pathways. IEEE ACM Trans. Comput. Biol. Bioinform. Bin Song, I. Esra Büyüktahtakin, Sanjay Ranka, Tamer Kahveci