Biography
M. Hakan Akyüz received his Ph.D. degree in Industrial Engineering from Boğaziçi University. He worked as a post-doctoral fellow at Hong Kong University of Science and Technology between 2012-2013. He joined the Department of Industrial Engineering at Galatasaray University in 2014 as an Assistant Professor and became an Associate Professor in 2018. He is part of the Econometrics Department at Erasmus School of Economics since 2020. His research interest spans logistics, algorithms and machine learning. He aims to integrate optimization and machine learning techniques in decision making with an emphasis on explainability and algorithmic fairness. Dr. Akyüz is also associated with the sector plan SSH Breed on Theme 4 (Digital decision support) at Erasmus University Rotterdam as a member.
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Work
- T Tan, MH Akyüz, B Urlu & S Ruiz (2023) - Stop Auditing and Start to CARE: Paradigm Shift in Assessing and Improving Supplier Sustainability - Journal on Applied Analytics, 54 (3) - doi: 10.1287/inte.2022.0015 - [link]
- M. Hakan Akyüz, Kuban Altınel & Temel Öncan (2023) - Maximum weight perfect matching problem with additional disjunctive conflict constraints - Networks, 81 (4), 465-489 - doi: 10.1002/net.22139 - [link]
- Gökhan Altay, M. Hakan Akyüz & Temel Öncan (2023) - Solving a minisum single facility location problem in three regions with different norms - Annals of Operations Research, 321 (1-2), 1-37 - doi: 10.1007/s10479-022-04952-5 - [link]
- M. Hakan Akyüz, Rommert Dekker & Shadi Sharif Azadeh (2023) - Partial and complete replanning of an intermodal logistic system under disruptions - Transportation Research Part E: Logistics and Transportation Review, 169 - doi: 10.1016/j.tre.2022.102968 - [link]
- M. Hakan Akyüz, İbrahim Muter, Güneş Erdoğan & Gilbert Laporte (2022) - Minimum cost delivery of multi-item orders in e-commerce logistics - Computers and Operations Research, 138 - doi: 10.1016/j.cor.2021.105613 - [link]
- M Hakan Akyüz & Ş İlker Birbil (2021) - Discovering Classification Rules for Interpretable Learning with Linear Programming - [link]
- Temel Öncan, Hakan Akyuz & Kuban Altınel (2019) - An exact algorithm for the maximum weight perfect matching problem with conflicts - [link]
- Temel Öncan, Hakan Akyuz & Kuban Altınel (2019) - A Branch-and-Bound Algorithm for the Maximum Weight Perfect Matching Problem with Conflicting Edge Pairs - [link]
- T Öncan, Z Şuvak, Hakan Akyuz & K Altınel (2019) - Assignment problem with conflicts - Computers and Operations Research, 111, 214-229 - doi: 10.1016/j.cor.2019.07.001
- Hakan Akyuz, T Öncan & İK Altınel (2019) - Branch and bound algorithms for solving the multi-commodity capacitated multi-facility Weber problem - Annals of Operations Research, 279 (1-2), 1-42 - doi: 10.1007/s10479-018-3026-5
- M. Hakan Akyüz (2018) - Discretization based heuristics for the capacitated multi-facility Weber problem with convex polyhedral barriers - International Journal of Optimization and Control: Theories and Applications, 8 (1), 26-42 - doi: 10.11121/ijocta.01.2018.00388 - [link]
- Hakan Akyuz (2017) - The capacitated multi-facility weber problem with polyhedral barriers: Efficient heuristic methods - Computers and Industrial Engineering, 113, 221-240 - doi: 10.1016/j.cie.2017.09.011
- Hakan Akyuz & C-Y Lee (2016) - Service type assignment and container routing with transit time constraints and empty container repositioning for liner shipping service networks - Transportation Research. Part B, Methodological, 88, 46-71 - doi: 10.1016/j.trb.2016.02.007
- Hakan Akyuz & C-Y Lee (2014) - A mathematical formulation and efficient heuristics for the dynamic container relocation problem - Naval Research Logistics, 61, 101-118 - doi: 10.1002/nav.21569
- Hakan Akyuz, Kuban Altinel & Temel Oncan (2014) - Location and allocation based branch and bound algorithms for the capacitated multi-facility Weber problem - Annals of Operations Research, 222, 45-71 - doi: 10.1007/s10479-012-1221-3
- Hakan Akyuz, Temel Oncan & ?K Alt?nel (2013) - Beam search heuristics for the single and multi-commodity capacitated multi-facility weber problems - Computers and Operations Research, 40, 3056-3068 - doi: 10.1016/j.cor.2013.07.013
- Hakan Akyuz, Temel Oncan & İK Altınel (2012) - Efficient approximate solution methods for the multi-commodity capacitated multi-facility Weber problem - Computers and Operations Research, 39, 225-237 - doi: 10.1016/j.cor.2011.03.015
- Hakan Akyuz, Temel Oncan & İK Altınel (2012) - Solving the multi-commodity capacitated multi-facility Weber problem using Lagrangean relaxation and a subgradient-like algorithm - The Journal of the Operational Research Society, 63, 771-789 - doi: 10.1057/jors.2011.81
- Hakan Akyuz, Temel Oncan & İK Altınel (2010) - The multi-commodity capacitated multi-facility Weber problem: Heuristics and confidence intervals - IISE Transactions, 42, 825-841 - doi: 10.1080/0740817X.2010.491504
- Hakan Akyuz, Ilker Birbil & Sinan Yıldırım (2022) - International Conference of the ERCIM WG on Computational and Methodological Statistics (Participant)
Activiteit: Attending an event › Academic - Hakan Akyuz & Ş İlker Birbil (2022) - Making Sense of Interpretable Machine Learning (Member of programme committee)
Activiteit: Organising and contributing to an event › Academic - Hakan Akyuz (2021) - Rule discovery for interpretable learning with linear programming (Speaker)
Activiteit: Oral presentation › Academic
Seminar Supply Chain Management and Opti
- Year
- 2024
- Course Code
- FEM11195
Seminar in Machine Learning
- Year
- 2024
- Course Code
- FEB23020
Machine Learning in OR
- Year
- 2024
- Course Code
- FEM21046
Machine Learning
- Year
- 2024
- Course Code
- FEM31002
Machine Learning in Econometrics
- Year
- 2024
- Course Code
- FEM21045
Master’s thesis Analytics & ORL
- Year
- 2024
- Course Code
- FEM21055
