I. Esra Büyüktahtakin

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 23

Top Topics

Optimal Allocation

Knapsack Problem

Reinforcement Learning

Top Venues

Eur. J. Oper. Res.

Ann. Oper. Res.

Comput. Oper. Res.

Publications

Sabah Bushaj, I. Esra Büyüktahtakin
A K-means Supported Reinforcement Learning Framework to Multi-dimensional Knapsack. J. Glob. Optim. 89 (3) (2024)
I. Esra Büyüktahtakin
Correction to: Stage-t scenario dominance for risk-averse multi-stage stochastic mixed-integer programs. Ann. Oper. Res. 332 (1) (2024)
Dogacan Yilmaz, I. Esra Büyüktahtakin
An expandable machine learning-optimization framework to sequential decision-making. Eur. J. Oper. Res. 314 (1) (2024)
Joshua F. Cooper, Seung Jin Choi, I. Esra Büyüktahtakin
Toward TransfORmers: Revolutionizing the Solution of Mixed Integer Programs with Transformers. CoRR (2024)
Xuecheng Yin, I. Esra Büyüktahtakin, Bhumi P. Patel
COVID-19: Data-Driven optimal allocation of ventilator supply under uncertainty and risk. Eur. J. Oper. Res. 304 (1) (2023)
I. Esra Büyüktahtakin
Scenario-dominance to multi-stage stochastic lot-sizing and knapsack problems. Comput. Oper. Res. 153 (2023)
Dogacan Yilmaz, I. Esra Büyüktahtakin
An Expandable Machine Learning-Optimization Framework to Sequential Decision-Making. CoRR (2023)
Dogacan Yilmaz, I. Esra Büyüktahtakin
Learning Optimal Solutions via an LSTM-Optimization Framework. Oper. Res. Forum 4 (2) (2023)
Sabah Bushaj, Xuecheng Yin, Arjeta Beqiri, Donald Andrews, I. Esra Büyüktahtakin
A simulation-deep reinforcement learning (SiRL) approach for epidemic control optimization. Ann. Oper. Res. 328 (1) (2023)
Sabah Bushaj, I. Esra Büyüktahtakin, Robert G. Haight
Risk-averse multi-stage stochastic optimization for surveillance and operations planning of a forest insect infestation. Eur. J. Oper. Res. 299 (3) (2022)
I. Esra Büyüktahtakin
Stage-t scenario dominance for risk-averse multi-stage stochastic mixed-integer programs. Ann. Oper. Res. 309 (1) (2022)
Dogacan Yilmaz, I. Esra Büyüktahtakin
Learning Optimal Solutions via an LSTM-Optimization Framework. CoRR (2022)
Xuecheng Yin, I. Esra Büyüktahtakin
A Multi-Stage Stochastic Programming Approach to Epidemic Resource Allocation with Equity Considerations. CoRR (2021)
Eyyüb Y. Kibis, I. Esra Büyüktahtakin, Robert G. Haight, Najmaddin Akhundov, Kathleen Knight, Charles E. Flower
A Multistage Stochastic Programming Approach to the Optimal Surveillance and Control of the Emerald Ash Borer in Cities. INFORMS J. Comput. 33 (2) (2021)
Xinyang Liu, Zhuoyuan Zheng, I. Esra Büyüktahtakin, Zhi Zhou, Pingfeng Wang
Battery asset management with cycle life prognosis. Reliab. Eng. Syst. Saf. 216 (2021)
Xuecheng Yin, I. Esra Büyüktahtakin, Bhumi P. Patel
COVID-19: Optimal Allocation of Ventilator Supply under Uncertainty and Risk. CoRR (2021)
Özlem Cosgun, I. Esra Büyüktahtakin
Stochastic dynamic resource allocation for HIV prevention and treatment: An approximate dynamic programming approach. Comput. Ind. Eng. 118 (2018)
I. Esra Büyüktahtakin, Emmanuel Desbordes, Eyyüb Y. Kibis
A new epidemics-logistics model: Insights into controlling the Ebola virus disease in West Africa. Eur. J. Oper. Res. 265 (3) (2018)
I. Esra Büyüktahtakin, J. Cole Smith, Joseph C. Hartman
Partial objective inequalities for the multi-item capacitated lot-sizing problem. Comput. Oper. Res. 91 (2018)
I. Esra Büyüktahtakin, Robert G. Haight
A review of operations research models in invasive species management: state of the art, challenges, and future directions. Ann. Oper. Res. 271 (2) (2018)
Eyyüb Y. Kibis, I. Esra Büyüktahtakin
Optimizing invasive species management: A mixed-integer linear programming approach. Eur. J. Oper. Res. 259 (1) (2017)
Halil I. Cobuloglu, I. Esra Büyüktahtakin
A two-stage stochastic mixed-integer programming approach to the competition of biofuel and food production. Comput. Ind. Eng. 107 (2017)
I. Esra Büyüktahtakin, Ning Liu
Dynamic programming approximation algorithms for the capacitated lot-sizing problem. J. Glob. Optim. 65 (2) (2016)
Halil I. Cobuloglu, I. Esra Büyüktahtakin
A stochastic multi-criteria decision analysis for sustainable biomass crop selection. Expert Syst. Appl. 42 (15-16) (2015)
I. Esra Büyüktahtakin, Zhuo Feng, Ferenc Szidarovszky
A multi-objective optimization approach for invasive species control. J. Oper. Res. Soc. 65 (11) (2014)
Bin Song, I. Esra Büyüktahtakin, Sanjay Ranka, Tamer Kahveci
Manipulating the Steady State of Metabolic Pathways. IEEE ACM Trans. Comput. Biol. Bioinform. 8 (3) (2011)
I. Esra Büyüktahtakin, Zhuo Feng, George Frisvold, Ferenc Szidarovszky, Aaryn Olsson
A dynamic model of controlling invasive species. Comput. Math. Appl. 62 (9) (2011)