I. Esra Büyüktahtakin

According to our database, I. Esra Büyüktahtakin authored at least 28 papers between 2011 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

An adaptive K-means and reinforcement learning (RL) algorithm to effective vaccine distribution.

Elson Cibaku, I. Esra Büyüktahtakin

Comput. Oper. Res., 2026

2024

A deep reinforcement learning framework for solving two-stage stochastic programs.

Dogacan Yilmaz, I. Esra Büyüktahtakin

Optim. Lett., December, 2024

A K-means Supported Reinforcement Learning Framework to Multi-dimensional Knapsack.

Sabah Bushaj, I. Esra Büyüktahtakin

J. Glob. Optim., July, 2024

An expandable machine learning-optimization framework to sequential decision-making.

Dogacan Yilmaz, I. Esra Büyüktahtakin

Eur. J. Oper. Res., April, 2024

Correction to: Stage-t scenario dominance for risk-averse multi-stage stochastic mixed-integer programs.

I. Esra Büyüktahtakin

Ann. Oper. Res., January, 2024

Algorithms for Finding the Best Pure Nash Equilibrium in Edge-weighted Budgeted Maximum Coverage Games.

Hyunwoo Lee, Robert Hildebrand, Wenbo Cai, I. Esra Büyüktahtakin

CoRR, 2024

Toward TransfORmers: Revolutionizing the Solution of Mixed Integer Programs with Transformers.

Joshua F. Cooper, Seung Jin Choi, I. Esra Büyüktahtakin

CoRR, 2024

2023

A simulation-deep reinforcement learning (SiRL) approach for epidemic control optimization.

Sabah Bushaj, Xuecheng Yin, Arjeta Beqiri, Donald Andrews, I. Esra Büyüktahtakin

Ann. Oper. Res., September, 2023

Learning Optimal Solutions via an LSTM-Optimization Framework.

Dogacan Yilmaz, I. Esra Büyüktahtakin

Oper. Res. Forum, June, 2023

Scenario-dominance to multi-stage stochastic lot-sizing and knapsack problems.

I. Esra Büyüktahtakin

Comput. Oper. Res., May, 2023

COVID-19: Data-Driven optimal allocation of ventilator supply under uncertainty and risk.

Xuecheng Yin, I. Esra Büyüktahtakin, Bhumi P. Patel

Eur. J. Oper. Res., 2023

2022

Risk-averse multi-stage stochastic optimization for surveillance and operations planning of a forest insect infestation.

Sabah Bushaj, I. Esra Büyüktahtakin, Robert G. Haight

Eur. J. Oper. Res., 2022

Stage-t scenario dominance for risk-averse multi-stage stochastic mixed-integer programs.

I. Esra Büyüktahtakin

Ann. Oper. Res., 2022

2021

Battery asset management with cycle life prognosis.

Xinyang Liu, Zhuoyuan Zheng, I. Esra Büyüktahtakin, Zhi Zhou, Pingfeng Wang

Reliab. Eng. Syst. Saf., 2021

A Multistage Stochastic Programming Approach to the Optimal Surveillance and Control of the Emerald Ash Borer in Cities.

Eyyüb Y. Kibis, I. Esra Büyüktahtakin, Robert G. Haight, Najmaddin Akhundov, Kathleen Knight, Charles E. Flower

INFORMS J. Comput., 2021

COVID-19: Optimal Allocation of Ventilator Supply under Uncertainty and Risk.

Xuecheng Yin, I. Esra Büyüktahtakin, Bhumi P. Patel

CoRR, 2021

A Multi-Stage Stochastic Programming Approach to Epidemic Resource Allocation with Equity Considerations.

Xuecheng Yin, I. Esra Büyüktahtakin

CoRR, 2021

2018

A new epidemics-logistics model: Insights into controlling the Ebola virus disease in West Africa.

I. Esra Büyüktahtakin, Emmanuel Desbordes, Eyyüb Y. Kibis

Eur. J. Oper. Res., 2018

Partial objective inequalities for the multi-item capacitated lot-sizing problem.

I. Esra Büyüktahtakin, J. Cole Smith, Joseph C. Hartman

Comput. Oper. Res., 2018

Stochastic dynamic resource allocation for HIV prevention and treatment: An approximate dynamic programming approach.

Özlem Cosgun, I. Esra Büyüktahtakin

Comput. Ind. Eng., 2018

A review of operations research models in invasive species management: state of the art, challenges, and future directions.

I. Esra Büyüktahtakin, Robert G. Haight

Ann. Oper. Res., 2018

2017

Optimizing invasive species management: A mixed-integer linear programming approach.

Eyyüb Y. Kibis, I. Esra Büyüktahtakin

Eur. J. Oper. Res., 2017

A two-stage stochastic mixed-integer programming approach to the competition of biofuel and food production.

Halil I. Cobuloglu, I. Esra Büyüktahtakin

Comput. Ind. Eng., 2017

2016

Dynamic programming approximation algorithms for the capacitated lot-sizing problem.

I. Esra Büyüktahtakin, Ning Liu

J. Glob. Optim., 2016

2015

A stochastic multi-criteria decision analysis for sustainable biomass crop selection.

Halil I. Cobuloglu, I. Esra Büyüktahtakin

Expert Syst. Appl., 2015

2014

A multi-objective optimization approach for invasive species control.

I. Esra Büyüktahtakin, Zhuo Feng, Ferenc Szidarovszky

J. Oper. Res. Soc., 2014

2011

Manipulating the Steady State of Metabolic Pathways.

Bin Song, I. Esra Büyüktahtakin, Sanjay Ranka, Tamer Kahveci

IEEE ACM Trans. Comput. Biol. Bioinform., 2011

A dynamic model of controlling invasive species.

I. Esra Büyüktahtakin, Zhuo Feng, George Frisvold, Ferenc Szidarovszky, Aaryn Olsson

Comput. Math. Appl., 2011