MOSTAFA MOHAMMADI

PhD Graduate

PhD program:: XXXVII


supervisor: Prof. Chiara Colombaroni
co-supervisor: Prof. Gaetano Fusco

Thesis title: Stochastic Programming for Optimizing Sustainable Urban Logistics: Multi-Period Production-Routing and Reverse Logistic

The increasing need for sustainable logistics and efficient urban transportation systems has driven significant research in integrated optimization models. This thesis addresses the development of multi-period production-routing models tailored to enhance sustainable urban logistics, focusing on reverse logistics and the use of green vehicles. The research introduces a two-stage model that integrates real-time data from IoT systems to optimize vehicle routing and resource allocation across multiple echelons of logistics networks. In the first stage, an innovative model is proposed to address the production and routing of goods in urban environments, accounting for demand variability and transportation constraints. The second stage focuses on reverse logistics, where the allocation of returned goods to recovery centers is optimized to maximize resource utilization and minimize environmental impacts. The optimization models employ stochastic programming techniques, including Chance-Constrained Programming (CCP), and are solved using novel heuristic and metaheuristic algorithms. The results, validated through computational experiments and sensitivity analysis, highlight the effectiveness of these models in reducing operational costs, improving service levels, and enhancing the sustainability of urban logistics systems through the adoption of green vehicle technologies. Keywords: Multi-Period Production-Routing; Green Vehicle Routing; Vehicle Routing Problem; Heuristics and Metaheuristic Algorithms; Reverse Logistics; IoT-Based Optimization.

Research products

11573/1700312 - 2024 - A Time-Dependent Electric Vehicle Routing Problem with Recharging Stations
Colombaroni, Chiara; Fusco, Gaetano; Mohammadi, Mostafa; Rahmanifar, Golman - 04f Poster
conference: Transportation Research Board conference (TRB) (Washington, D.C.)
book: Transportation Research Board conference (TRB) - ()

11573/1699854 - 2024 - An Integrated Location And Routing Formulation for Cold Chain Logistics Network With Heterogeneous Customer Demand
Rahmanifar, Golman; Mohammadi, Mostafa; Golabian, Mohammad; Sherafat, Ali; Hajiaghaei-Keshteli, Mostafa; Fusco, Gaetano; Colombaroni, Chiara - 01a Articolo in rivista
paper: JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION (Amsterdam : Elsevier B.V.) pp. - - issn: 2452-414X - wos: WOS:001175163000001 (5) - scopus: 2-s2.0-85185180107 (8)

11573/1707687 - 2024 - Dynamic Two-Echelon Electric Vehicle Routing Problem with Battery Swap Stations on Real Network
Rahmanifar, Golman; Mohammadi, Mostafa; Hajiaghaei-Keshteli, Mostafa; Colombaroni, Chiara; Fusco, Gaetano; Gholian-Jouybari, Fatemeh - 04b Atto di convegno in volume
conference: 7th IFAC Conference on Analysis and Control of Nonlinear Dynamics and Chaos (ACNDC24) (Imperial College London, United Kingdom)
book: 7th IFAC Conference on Analysis and Control of Nonlinear Dynamics and Chaos (ACNDC24) - ()

11573/1708699 - 2024 - An integrated temporal and spatial synchronization for two-echelon vehicle routing problem in waste collection system
Rahmanifar, Golman; Mohammadi, Mostafa; Hajiaghaei-Keshteli, Mostafa; Fusco, Gaetano; Colombaroni, Chiara - 01a Articolo in rivista
paper: JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION (Amsterdam : Elsevier B.V.) pp. - - issn: 2452-414X - wos: WOS:001229896600001 (2) - scopus: 2-s2.0-85190411001 (3)

11573/1686310 - 2023 - Designing a multi-period dynamic electric vehicle production-routing problem in a supply chain considering energy consumption
Hajiaghaei-Keshteli, Mostafa; Rahmanifar, Golman; Mohammadi, Mostafa; Gholian-Jouybari, Fatemeh; Jaromír Klemeš, Jiří; Zahmatkesh, Sasan; Bokhari, Awais; Fusco, Gaetano; Colombaroni, Chiara - 01a Articolo in rivista
paper: JOURNAL OF CLEANER PRODUCTION (Amsterdam : Elsevier) pp. - - issn: 1879-1786 - wos: WOS:001070556000001 (22) - scopus: 2-s2.0-85169024606 (24)

11573/1679157 - 2023 - An Allocation-Routing Optimization Model for Integrated Solid Waste Management
Hashemi-Amiri, Omid; Mohammadi, Mostafa; Rahmanifar, Golman; Hajiaghaei-Keshteli, Mostafa; Fusco, Gaetano; Colombaroni, Chiara - 01a Articolo in rivista
paper: EXPERT SYSTEMS WITH APPLICATIONS (Oxford, United Kingdom: Elsevier Science Limited) pp. - - issn: 0957-4174 - wos: WOS:001000675900001 (27) - scopus: 2-s2.0-85158833438 (36)

11573/1691981 - 2023 - Industry 4.0 in Waste Management: An Integrated IoT-Based Approach for Facility Location and Green Vehicle Routing
Mohammadi, Mostafa; Rahmanifar, Golman; Hajiaghaei-Keshteli, Mostafa; Fusco, Gaetano; Colombaroni, Chiara - 01a Articolo in rivista
paper: JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION (Amsterdam : Elsevier B.V.) pp. - - issn: 2452-414X - wos: WOS:001123322400001 (5) - scopus: 2-s2.0-85177840109 (7)

11573/1685011 - 2023 - A dynamic approach for the multi-compartment vehicle routing problem in waste management
Mohammadi, Mostafa; Rahmanifar, Golman; Hajiaghaei-Keshteli, Mostafa; Fusco, Gaetano; Colombaroni, Chiara; Sherafat, Ali - 01a Articolo in rivista
paper: RENEWABLE & SUSTAINABLE ENERGY REVIEWS (Kidlington, Oxford, United Kingdom: Elsevier Science Limited) pp. - - issn: 1364-0321 - wos: WOS:001047349800001 (24) - scopus: 2-s2.0-85164745343 (29)

11573/1672918 - 2023 - Heuristic approaches to address vehicle routing problem in the Iot-based waste management system
Rahmanifar, G.; Mohammadi, M.; Sherafat, A.; Hajiaghaei-Keshteli, M.; Fusco, G.; Colombaroni, C. - 01a Articolo in rivista
paper: EXPERT SYSTEMS WITH APPLICATIONS (Oxford, United Kingdom: Elsevier Science Limited) pp. - - issn: 0957-4174 - wos: WOS:000965559700001 (42) - scopus: 2-s2.0-85148543554 (57)

11573/1686630 - 2023 - A platform to optimize urban deliveries with e-vans Dealing with vehicles range and batteries recharge
Valentini, Maria Pia; Carrese, Filippo; Colombaroni, Chiara; Conti, Valentina; Corazza, Matteo; Lelli, Maria; Mohammadi, Mostafa; Orchi, Silvia; Ortenzi, Fernando; Rahmanifar, Golman; Tomasino, Fiore Giuseppe; Fusco, Gaetano - 01a Articolo in rivista
paper: TEMA (Napoli: Dipartimento di ingegneria civile edile e ambientale Napoli: Dipartimento di Pianificazione e Scienza del Territorio, Università degli studi di Napoli Federico II Napoli : Università degli Studi "Federico II") pp. 403-423 - issn: 1970-9889 - wos: (0) - scopus: 2-s2.0-85175415235 (6)

11573/1458815 - 2020 - Makespan minimizing on multiple travel salesman problem with a learning effect of visiting time
Colombaroni, C.; Mohammadi, M.; Rahmanifar, G. - 01a Articolo in rivista
paper: WSEAS TRANSACTIONS ON SYSTEMS AND CONTROL (Athens: WSEAS Press.) pp. 508-526 - issn: 1991-8763 - wos: (0) - scopus: 2-s2.0-85092225323 (13)

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