Dr. Öğr. Üyesi
Erfan Babaee Tırkolaee
Endüstri Mühendisliği
Erfan Babaee Tirkolaee lisans diplomasını aldı. (2012) ve Yüksek Lisans. (2014) İran'ın İsfahan şehrindeki İsfahan Teknoloji Üniversitesi'nden Endüstri Mühendisliği alanında. Daha sonra doktora derecesini aldı. İran'ın Babol kentindeki Mazandaran Bilim ve Teknoloji Üniversitesi'nden Endüstri Mühendisliği diploması (2019). Dr. Erfan Babaee Tirkolaee şu anda İstanbul İstinye Üniversitesi Endüstri Mühendisliği Bölümü'nde yardımcı doçent olarak görev yapmaktadır. Bu arada İran'daki bazı otomotiv endüstrilerinde Kalite Güvence uzmanı olarak çalıştı ve ISO 9001: 2015 ve IATF 16949-2016 gibi konuyla ilgili farklı eğitimlerden geçti. IEEE Transactions on Fuzzy Systems, Expert Systems with Applications, Waste Management, Journal of Cleaner Production, Computers & Industrial Engineering, Annals of Operations Research gibi yüksek kaliteli dergilerde 120'den fazla makalesi yayınlanmıştır. birçok prestijli uluslararası konferansta başkan, organizasyon komitesi üyesi ve aynı zamanda açılış konuşmacısı olarak yer almaktadır. Ayrıca, pek çok tanınmış WoS dergisinde hakem olarak görev yapmaktadır ve Clarivate WoS tarafından Temel Bilim Göstergeleri araştırma alanlarının 2'sinde En İyi Hakem Hakem olarak tanınmıştır. Dr. Erfan Babaee Tirkolaee şu anda IEEE Transactions of Fuzzy Systems (IEEE)'nin Yardımcı Editörü, Facta Universitatis, Seriler: Makine Mühendisliği (Niş Üniversitesi) Yayın Kurulu Üyesi, PLOS One (PLOS), PeerJ Bilgisayar Bilimleri (Niş Üniversitesi) Akademik Editörüdür. PeerJ), Intelligent Automation & Soft Computing (Tech Science Press) Yayın Kurulu Üyesi, Journal of Dynamics and Games (AIMS) Yardımcı Editörü ve Management Decision (Emerald) Yayın Danışma Kurulu üyesi. Ayrıca Annals of Operations Research (Springer) ve Environmental Science and Pollution Research (Springer) gibi çeşitli dergilerde konuk yayın kurulunda görev yapmaktadır. Dr. Erfan Babaee Tirkolaee, Stanford Üniversitesi Elsevier BV tarafından belirlenen "2021 ve 2022'de Dünyanın En İyi %2 Araştırmacısı/Bilim Adamı" listesinde yer aldı.
Araştırma Alanları
- Yöneylem Araştırması
- Çözüm Algoritmaları
- Bulanık Programlama
- Atık Yönetimi
Çalışma Alanları
- Mühendislik Temel Alanı
- Endüstri Mühendisliği
- Tedarik Zinciri Yönetimi
- Yöneylem Araştırması
- Çok kriterli Karar verme
- Effect of augmented reality applications on attitude and behaviours of customers: cognitive and affective perspectives, 2024
- Integrated design of a sustainable waste management system with co-modal transportation network: A robust bi-level decision support system, 2024
- Circular closed-loop supply chain network design considering 3D printing and PET bottle waste, 2024
- A novel parallel heuristic method to design a sustainable medical waste management system, 2024
- Sustainability performance assessment of freight transportation modes using an integrated decision-making framework based on m-generalized q-neutrosophic sets, 2024
- Evaluating the performance of metaheuristic-tuned weight agnostic neural networks for crop yield prediction, 2024
- Evaluating the performance of intercity road freight transport: Double-frontier parallel network cross-efficiency model, 2024
- Designing a Sustainable Water Supply Strategy through Biobjective Mixed-Integer Linear Programming: A Case Study on Gaza, 2024
- Benchmarking of industrial wastewater treatment processes using a complex probabilistic hesitant fuzzy soft Schweizer–Sklar prioritized-based framework, 2024
- Crafting efficient blockchain adoption strategies under risk and uncertain environments, 2024
- Traveling salesman problem with drone and bicycle: multimodal last‐mile e‐mobility, 2024
- Designing a reliable-sustainable supply chain network: adaptive m-objective ε-constraint method, 2024
- Innovative supply chain network design with two-step authentication and environmentally-friendly blockchain technology, 2024
- The combined effects of interest and inflation rates on inventory systems: A comparative analysis across countries, 2024
- Brain tumor segmentation based on optimized convolutional neural network and improved chimp optimization algorithm, 2024
- Cell formation and layout design using genetic algorithm and TOPSIS: A case study of Hydraulic Industries State Company, 2024
- A Bioinspired Test Generation Method Using Discretized and Modified Bat Optimization Algorithm, 2024
- A novel cross-docking EOQ-based model to optimize a multi-item multi-supplier multi-retailer inventory management system, 2024
- Assessing and selecting sustainable refrigerated road vehicles in food logistics using a novel multi-criteria group decision-making model, 2024
- Predicting Water Quality With Non-stationarity: Event-Triggered Deep Fuzzy Neural Network, 2024
- An intelligent decision support system for warranty claims forecasting: Merits of social media and quality function deployment, 2024
- Blood supply chain network design with lateral freight: A robust possibilistic optimization model, 2024
- Reuse intention of augmented reality apps: recreational consciousness as moderator, 2023
- Generalized vehicle routing problem: Contemporary trends and research directions, 2023
- Improving audit opinion prediction accuracy using metaheuristics-tuned XGBoost algorithm with interpretable results through SHAP value analysis, 2023
- DeepFND: an ensemble-based deep learning approach for the optimization and improvement of fake news detection in digital platform, 2023
- A decision support framework to evaluate the sustainability performance of urban road transportation, 2023
- Designing an efficient humanitarian supply chain network during an emergency: A scenario-based multi-objective model, 2023
- Prioritizing highway safety improvement projects using a stochastic optimization model with robust constraints, 2023
- Optimizing the dam site selection problem considering sustainability indicators and uncertainty: An integrated decision-making approach, 2023
- A multi-phase decision-making approach for supplier selection and order allocation with corporate social responsibility, 2023
- The combined effects of interest and inflation rates on inventory systems: A comparative analysis across countries, 2023
- Recent advances in viable and sustainable supply chain management, 2023
- ETACM: an encoded-texture active contour model for image segmentation with fuzzy boundaries, 2023
- Industry readiness measurement for circular supply chain implementation: an Irish dairy industry perspective, 2023
- Sustainable transportation planning considering traffic congestion and uncertain conditions, 2023
- Discovering the secret behind managing WEEE: deep learning method in industry 4.0, 2023
- An integrated decision support framework for resilient vaccine supply chain network design, 2023
- A DEA-based simulation-optimisation approach to design a resilience plasma supply chain network: a case study of the COVID-19 outbreak, 2023
- Evaluating the Sustainability of Fashion Brands Using a Neutrosophical ORESTE Approach, 2023
- A robust optimization model to design an IoT-based sustainable supply chain network with flexibility, 2023
- Industry 5.0 implications for inclusive sustainable manufacturing: An evidence-knowledge-based strategic roadmap, 2023
- A data-driven model for sustainable and resilient supplier selection and order allocation problem in a responsive supply chain: A case study of healthcare system, 2023
- A bi-level decision-making system to optimize a robust-resilient-sustainable aggregate production planning problem, 2023
- Neutrosophic CEBOM-MACONT model for sustainable management of end-of-life tires, 2023
- Critical success factors of lean six sigma to select the most ideal critical business process using q-ROF CRITIC-ARAS technique: Case study of food business, 2023
- Neutrosophic LOPCOW-ARAS model for prioritizing industry 4.0-based material handling technologies in smart and sustainable warehouse management systems, 2023
- Evaluating and selecting sustainable logistics service providers for medical waste disposal treatment in the healthcare industry, 2023
- Agile supply chain management based on critical success factors and most ideal risk reduction strategy in the era of industry 4.0: application to plastic industry, 2023
- An integrated decision support system to achieve sustainable development in transportation routes with traffic flow, 2023
- The q-rung fuzzy LOPCOW-VIKOR model to assess the role of unmanned aerial vehicles for precision agriculture realization in the Agri-Food 4.0 era, 2023
- A parallel heuristic for hybrid job shop scheduling problem considering conflict-free AGV routing, 2023
- Designing a portfolio-based closed-loop supply chain network for dairy products with a financial approach: Accelerated Benders decomposition algorithm, 2023
- A robust Tri-Objective optimization to supply chain configuration under Vendor-Managed inventory policy considering supply chain visibility, 2023
- Business process optimization for trauma planning, 2023
- Designing an integrated blockchain-enabled supply chain network under uncertainty, 2023
- ME-CCNN: Multi-encoded images and a cascade convolutional neural network for breast tumor segmentation and recognition, 2023
- A Systematic Literature Review of MABAC Method and Applications: An Outlook for Sustainability and Circularity, 2023
- Sustainable transportation planning with traffic congestion and uncertain conditions, 2023
- Efficiency analysis technique with input and output satisficing approach based on Type-2 Neutrosophic Fuzzy Sets: A case study of container shipping companies, 2023
- A sustainable-circular citrus closed-loop supply chain configuration: Pareto-based algorithms, 2023
- Intuitionistic fuzzy power Aczel-Alsina model for prioritization of sustainable transportation sharing practices, 2023
- Breast tumor localization and segmentation using machine learning techniques: Overview of datasets, findings, and methods, 2023
- Technical challenges of blockchain technology for sustainable manufacturing paradigm in Industry 4.0 era using a fuzzy decision support system, 2023
- Sustainable route selection of petroleum transportation using a type-2 neutrosophic number based ITARA-EDAS model, 2023
- Brain tumor segmentation of MRI images: A comprehensive review on the application of artificial intelligence tools, 2023
- Identifying and prioritizing resilient health system units to tackle the COVID-19 pandemic, 2022
- A Deep Learning Approach for Robust, Multi-oriented, and Curved Text Detection, 2022
- Sustainable Route Selection of Petroleum Transportation Using a Type-2 Neutrosophic Number Based ITARA-EDAS Model, 2022
- Performance Evaluation of Omni-Channel Distribution Network Configurations considering Green and Transparent Criteria under Uncertainty, 2022
- Preface to the Special Issue on Computational Performance Analysis based on Novel Intelligent Methods: Exploration and Future Directions in Production and Logistics, 2022
- A Hybrid Biobjective Markov Chain Based Optimization Model for Sustainable Aggregate Production Planning, 2022
- A socio-economic optimization model for blood supply chain network design during the COVID-19 pandemic: An interactive possibilistic programming approach for a real case study, 2022
- A parallel hybrid PSO-GA algorithm for the flexible flow-shop scheduling with transportation, 2022
- MODELLING AND PREDICTING THE GROWTH DYNAMICS OF COVID-19 PANDEMIC: A COMPARATIVE STUDY INCLUDING TURKEY , 2022
- Appointment Scheduling Problem under Fairness Policy in Healthcare Services: Fuzzy Ant Lion Optimizer, 2022
- A neutrosophic approach to evaluate the factors affecting performance and theory of sustainable supply chain management: application to textile industry, 2022
- A Fuzzy Profit Maximization Model using Communities Viable Leaders for Information Diffusion in Dynamic Drivers Collaboration Networks, 2022
- Integrated design of sustainable supply chain and transportation network using a fuzzy bi-level decision support system for perishable products, 2022
- Evaluating the impacts of COVID-19 outbreak on supply chain risks by modified failure mode and effects analysis: a case study in an automotive company, 2022
- Circular economy application in designing sustainable medical waste management systems, 2022
- An integrated methodology for green human resource management in construction industry, 2022
- An integrated multi-criteria decision-making approach to optimize the number of leagile-sustainable suppliers in supply chains , 2022
- A systematic review of aggregate production planning literature with an outlook for sustainability and circularity, 2022
- A Cluster-based Stratified Hybrid Decision Support Model under Uncertainty: Sustainable Healthcare Landfill Location Selection, 2022
- An extended robust mathematical model to project the course of COVID-19 epidemic in Iran, 2022
- A novel model for sustainable waste collection arc routing problem: Pareto-based algorithms, 2022
- Designing a sustainable closed-loop supply chain network of face masks during the COVID-19 pandemic: Pareto-based algorithms, 2022
- A closed-loop supply chain configuration considering environmental impacts: a self-adaptive NSGA-II algorithm, 2022
- Development of Dynamic Balanced Scorecard Using Case-Based Reasoning Method and Adaptive Neuro-Fuzzy Inference System, 2022
- The time-dependent multi-depot fleet size and mix green vehicles routing problem: improved adaptive large neighbourhood search, 2021
- An extended approach to the diagnosis of tumour location in breast cancer using deep learning, 2021
- A novel two-echelon hierarchical location-allocation-routing optimization for green energy-efficient logistics systems, 2021
- A fuzzy multi-objective optimization model for sustainable closed-loop supply chain network design in food industries, 2021
- Sport Performance Analysis with a Focus on Racket Sports: A Review, 2021
- The stochastic location‑routing‑inventory problem of perishable products with reneging and balking, 2021
- Analyzing failures in adoption of smart technologies for medical waste management systems: a type-2 neutrosophic-based approach, 2021
- A Novel Approach for Group Decision Making Based on the Best-Worst Method (G-BWM): Application to Supply Chain Management, 2021
- A sustainable hybrid manufacturing/remanufacturing system with two-way substitution and WEEE directive under different market conditions, 2021
- A robust time-cost-quality-energy-environment trade-off with resource-constrained in project management: A case study for a bridge construction project, 2021
- Multi-Objective Optimization for Healthcare Waste Management Network Design with Sustainability Perspective, 2021
- Application of Industry 4.0 in the Procurement Processes of Supply Chains: A Systematic Literature Review, 2021
- Application of Machine Learning in Supply Chain Management: A Comprehensive Overview of the Main Areas, 2021
- An Integrated Decision-Making Approach for Green Supplier Selection in an Agri-Food Supply Chain: Threshold of Robustness Worthiness, 2021
- Using a Process Approach to Pandemic Planning: A Case Study, 2021
- A sustainable medical waste collection and transportation model for pandemics, 2021
- An Integration of Neural Network and Shuffled Frog-Leaping Algorithm for CNC Machining Monitoring, 2021
- Sustainable fuzzy multi-trip location-routing problem for medical waste management during the COVID-19 outbreak, 2021
- An augmented Tabu search algorithm for the green inventory-routing problem with time windows, 2021
- Fuzzy Integrated Cell Formation and Production Scheduling considering Automated Guided Vehicles and Human Factors, 2021
- Robust optimization and mixed-integer linear programming model for LNG supply chain planning problem, 2020
- A robust green location-allocation-inventory problem to design an urban waste management system under uncertainty, 2020
- Evaluation of green and sustainable supply chain management using structural equation modelling: A systematic review of the state of the art literature and recommendations for future research, 2020
- A novel hybrid method using fuzzy decision making and multi-objective programming for sustainable-reliable supplier selection in two-echelon supply chain design, 2020
- A robust bi-objective mathematical model for disaster rescue units allocation and scheduling with learning effect, 2020
- Multi-objective optimization for the reliable pollution-routing problem with cross-dock selection using Pareto-based algorithms, 2020
- Big Data-Driven Cognitive Computing System for Optimization of Social Media Analytics, 2020
- Foundations of semialgebraic gene-environment networks, 2020
- Fuzzy Mathematical Programming and Self-Adaptive Artificial Fish Swarm Algorithm for Just-in-Time Energy-Aware Flow Shop Scheduling Problem With Outsourcing Option, 2020
- An improved ant colony optimization for the multi-trip Capacitated Arc Routing Problem, 2019
- A robust bi-objective multi-trip periodic capacitated arc routing problem for urban waste collection using a multi-objective invasive weed optimization, 2019
- A robust green traffic-based routing problem for perishable products distribution, 2019
- A robust green traffic-based routing problem for perishable products distribution, 2019
- Developing an applied algorithm for multi-trip vehicle routing problem with time windows in urban waste collection: A case study, 2019
- A robust just-in-time flow shop scheduling problem with outsourcing option on subcontractors, 2019
- A Self-Learning Particle Swarm Optimization for Robust Multi-Echelon Capacitated Location\u2013Allocation\u2013Inventory Problem, 2019
- Investigation of off-grid photovoltaic systems for a reverse osmosis desalination system: A case study, 2019
- Multi-objective multi-mode resource constrained project scheduling problem using Pareto-based algorithms, 2019
- A multi-objective invasive weed optimization algorithm for robust aggregate production planning under uncertain seasonal demand, 2019
- An improved ant colony optimization for the multi-trip Capacitated Arc Routing Problem, 2019
- Stable maintenance tasks scheduling: A bi-objective robust optimization model, 2019
- A robust bi-objective multi-trip periodic capacitated arc routing problem for urban waste collection using a multi-objective invasive weed optimization, 2019
- A hybrid augmented ant colony optimization for the multi-trip capacitated arc routing problem under fuzzy demands for urban solid waste management, 2019
- Robust optimization and mixed-integer linear programming model for LNG supply chain planning problem, 2019
- A robust periodic capacitated arc routing problem for urban waste collection considering drivers and crew's working time, 2018
- A Hybrid Genetic Algorithm for Multi-Trip Green Capacitated Arc Routing Problem in the Scope of Urban Services, 2018
- A robust multi-trip vehicle routing problem of perishable products with intermediate depots and time windows , 2017
- A robust multi-trip vehicle routing problem of perishable products with intermediate depots and time windows, 2017
- A BBO algorithm for multi-trip heterogeneous vehicle routing problem of perishable products with intermediate depots and time windows,
- A robust approach for berth scheduling problem in shahid rajaee container port,
- Multi-objective Optimization for Two-echelon Green Routing Problem with Intermediate Depots in Perishable Product Distribution,
- Enhancing the Performance of Engineering Projects Considering Future Uncertainty: The Case Study of Centralized,
- Solving a University Exam Scheduling Problem Using Genetic and Firefly Algorithms,
- Multi-objective Aggregate Production Planning Model Considering Overtime and Outsourcing Options Under Fuzzy Seasonal Demand,
- A perishable product supply chain network-design problem with lead time and customer satisfaction using a hybrid whale-genetic algorithm,
- A novel formulation for the sustainable periodic waste collection arc-routing problem: A hybrid multi-objective optimization algorithm,
- Sustainable Aggregate Production Planning with Overtime, Outsourcing and Human Factors under Uncertain Seasonal Demand,
- Sustainable-robust aggregate production planning considering workforce satisfaction, 2021
- Travelling Salesman Problem with Drone and Bicycle, 2023
- Fuzzy Mathematical Programming and Self-Adaptive Artificial Fish Swarm Algorithm for Just-in-Time Energy-Aware Flow Shop Scheduling Problem with Outsourcing Option, 2021
- Sustainable location-allocation-transportation-inventory problem to design an urban waste management system under uncertainty, 2021
- Designing an Efficient Optimization System to Maximize the Total Value of Reverse Logistics in Waste Management with cars,
- Just-in-Time Energy-Aware Flow Shop Scheduling Problem With Outsourcing Option, Human Factors and Stochastic Demand, 2021
- Sustainable fuzzy multi-trip location-routing problem for medical waste management during the COVID-19 outbreak, 2022
- Sustainable Aggregate Production-Transportation Planning: Towards Digital Transformation, 2022
- Sustainable fuzzy multi-trip location-routing problem for medical waste management during the COVID-19 outbreak, 2022
- Sustainable Aggregate Production-Transportation Planning, 2022
- Sustainable Fuzzy Multiple-Trip Location-Routing Problem for MedicalWaste Management during the COVID-19 Outbreak, 2023
- Integrated design of a sustainable waste management system with co-modal transportation network, 2024
- Integrated design of a sustainable waste management system with co-modal transportation network, 2024
- A Robust Two-Echelon Periodic Multi-commodity RFID-Based Location Routing Problem to Design Petroleum Logistics Networks: A Case Study,
- Sustainable Aggregate Production Planning with Overtime and Outsourcing Options under Fuzzy Seasonal Demand, 2020
- Hazardous Material Logistic Network Design Based on Vehicle Routing Problem using Improved Whale Optimization Algorithm., 2020
- A novel multi-objective model for sustainable-robust aggregate production planning problem , 2022
- Deep Learning and Parallel Computing Environment for Bioengineering Systems, ISBN: 978-0-12-816718-2, 2019
- Logistics and Supply Chain Management, ISBN: 978-3-642-33857-1, 2021
- Logistics Operations and Management for Recycling and Reuse, ISBN: 978-3-642-33857-1, 2020
- Logistics Operations and Management for Recycling and Reuse, ISBN: 978-3-642-33857-1, 2020
- Advances in Edge Computing: Massive Parallel Processing and Applications, ISBN: 978-1-64368-062-0, 2020
- Advances in Manufacturing II, ISBN: 978-3-030-18788-0, 2019
- Sustainable Production and Consumption Systems, ISBN: 978-981-16-4760-4, 2021
- Application of Mathematics and Optimization in Construction Project Management, ISBN: 978-3-030-81123-5, 2021
- Advances of Artificial Intelligence in a Green Energy Environment, ISBN: 978-0-323-89785-3, 2022
- PhD Thesis Award, 2021
- Outstanding Early Career Researcher Award (Runner-up), 2023
- International Journal of Production Research’s top 2% of reviewers for 2023, 2023
- World’s Top 2% Researchers/Scientists in 2021, 2022
- WM&R Rising Star Award 2022, 2022
- Best Researcher of the Faculty of Engineering, 2021
- Outstanding reviewer, 2021