Department of Industrial Engineering

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Recent Submissions

Rule generation for classification: Scalability, interpretability, and fairness Rober, Tabea E.; Lumadjeng, Adia C.; Akyüz, Mehmet Hakan; Birbil, S. Ilker (2025-11-01) We introduce a new rule-based optimization method for classification with constraints. The proposed method leverages column generation for linear programming, and hence, is scalable to large datasets. The resulting pricing...
Impact of process parameters on material extrusion (MEX) performance and quality of MEX-produced parts Alanazi, Abdullah; Karakaya, Şakir; Yildirim, Murat; Rickli, Jeremy L.; Tutuncuoglu, Gozde (2025-07-01) Material extrusion (MEX) is a widely used additive manufacturing process to construct 3D parts in various industries. The productive use of MEX depends on understanding the effect of process parameters on product quality m...
A Heuristic Approach For Solving The Team Orienteering Problem With Stochastic Time-Dependent Travel Times Ghaffarınasab, Nader (2025-06-27) The team orienteering problem (TOP) aims at optimally planning a set of routes subject to distance or duration constraints in such a way that the total collected rewards from a given set of customers is maximized. The prob...
Nondiﬀerentiable Desirability Functions: Derivative Free Optimization with MATLAB/NOMAD Öztürk, Başak (2025-06-01)
Tail assignment problem with hour-to-cycle ratio constraints Aydoğan, Çiya; Gürel, Sinan (2025-04-01) Effective management of hour-to-cycle performance is crucial for any aircraft operating under an operating lease contract. This protects an airline from incurring supplemental rental payments that arise from leasing contra...
Interactive biobjective optimization algorithms and an application to UAV routing in continuous space Tureci-Isik, Hannan; Köksalan, Mustafa Murat; Tezcaner-Öztürk, Diclehan (2025-03-01) We develop interactive optimization algorithms for biobjective problems with continuous nondominated frontiers to search for the most preferred solution of a decision maker who is assumed to have an underlying linear or qu...
Energy-constrained orienteering problem for green tourist trip design: Mathematical formulation and heuristic solution approaches Karabaş, Tolga; Tural, Mustafa Kemal (2025-02-01) Planning a touristic itinerary is a challenging task that requires personalized tour generation for tourists interested in visiting available points of interest (POIs). The negative externalities of using vehicles (e.g., e...
Managing word-of-mouth through capacity and advertisement level decisions Batun, Sakine; Çavdar, Bahar; Dipkaya, Asya (2025-01-01) Advancements in the service sector and growing online platforms are intensifying the information exchange between customers through (electronic) word-of-mouth (WoM). The information obtained by WoM affects customers’ purch...
ERP software selection problem with a novel Hybrid hesitant fuzzy cross-entropy and probabilistic hesitant fuzzy MCDM approach Akpinar, Ipek; Kececi, Baris; Atalay, Kumru; Boran, Melis (2025-01-01) This paper aims to develop a novel hesitant fuzzy weighting method combined with probabilistic hesitant fuzzy COPRAS and to apply the proposed algorithm to a real-life ERP software selection problem. The proposed algorithm...
A multi objective mixed-integer linear programming model for the electric vehicle charging network design Elektrikli araç şarj ağı tasarımı için çok amaçlı bir karma tamsayılı doğrusal programlama modeli Uzuner, Meltem; Dengiz, Orhan; Kara, İmdat; Karasakal, Esra; Dengiz, Berna (2025-01-01) Since the Industrial Revolution, at the end of the extensions to energy, there has been a series of largely air pollution in the environment. Countries keep increasing the containment of green alternative fuels, including ...
A Comparison of Desirability Functions on a Multi-response Optimization Problem Öztürk, Başak (CRC Press, 2025-01-01)
Multi-period hub network design from a dual perspective: An integrated approach considering congestion, demand uncertainty, and service quality optimization Bayram, Vedat; Aydoğan, Çiya; Kargar, Kamyar (2025-01-01) This study introduces a hub network design problem that considers three key factors: congestion, demand uncertainty, and multi-periodicity. Unlike classical models, which tend to address these factors separately, our model...
Defining faces, defying borders: authority conflicts between medical specialties through cosmetic interventions ERGUR, ALİ; Akkaya, Beril; Saral, C. (2024-12-01) At first glance, medical specializations seem to be delineated according to well-defined scientific criteria; the apparently-functional division of labor generates a general hierarchy of specialized knowledge and practice....
Deep reinforcement learning based resource allocation for electric vehicle charging stations with priority service Çolak, Aslınur; Fescioglu-Unver, Nilgun (2024-12-01) The demand for public fast charging stations is increasing with the number of electric vehicles on roads. The charging queues and waiting times get longer, especially during the winter season and on holidays. Priority base...
Mixed Integer Programming and Heuristics Approaches for Clustering with Local Feature Selection İyigün, Cem (2024-07-24)
Disassembly line balancing with hazardous task failures – Model based solution approaches Göksoy Kalaycılar, Eda; Azizoğlu, Meral; Batun, Sakine (2024-04-01)
Compound effect of closing the loop and servitization in supply chains Alegoz, Mehmet; Karaer, Özgen (2024-04-01) Companies generally strive to become more sustainable by changing their business models or their supply chain structures. In this study, we evaluate the two aspects together; i.e., the compound effect of adopting servitiza...
An airport gate reassignment problem with gate closures Poyraz, Dursen Deniz; Azizoğlu, Meral (2024-03-01) In this study, we consider an airport gate reassignment problem where an airport has assigned gates to aircraft, but then a disruption occurs at some of the gates. After the disruption, we need to reassign the aircraft to ...
A heuristic approach to the stochastic capacitated single allocation hub location problem with Bernoulli demands Andaryan, Abdullah Zareh; Mousighichi, Kasra; Ghaffarınasab, Nader (2024-02-01) Hubs are critical components of transportation and distribution systems, and hub networks play a special role in freight and passenger transportation services worldwide. This paper studies a capacitated single allocation h...
Revealing third-order interactions through the integration of machine learning and entropy methods in genomic studies İyigün, Cem; Aydın Son, Yeşim (2024-01-01) BackgroundNon-linear relationships at the genotype level are essential in understanding the genetic interactions of complex disease traits. Genome-wide association Studies (GWAS) have revealed statistical association of th...

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