Electric or fuel? Green routing optimization with time uncertainty in fourth-party logistics
Green routing optimization with time uncertainty in fourth-party logistics.
h.-xu
Songchen Jiang
Ph.D. Student in Operations Research
I am a joint Ph.D. student in the College of Information Science and Engineering at Northeastern University, China, supervised by Prof. Min Huang, and the Institute of Operations Research and Analytics at the National University of Singapore, supervised by Prof. Chung-Piaw Teo. My research lies at the intersection of data-driven optimization, distributionally robust optimization, stochastic modeling, and supply chain analytics. I am particularly interested in developing tractable optimization models and algorithms for decision-making under uncertainty, with applications in inventory systems, supply chain network design, logistics planning, and operations management.
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Dual-Sourcing Made Easy: Distributionally Robust Optimization of Inventory System under Independent Demand
Journal article on distributionally robust inventory systems under independent demand.
Mathematical modeling and optimization of multi-period fourth-party logistics network design problems with customer satisfaction-sensitive demand
Multi-period fourth-party logistics network design with customer satisfaction-sensitive demand.
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Integrating Supply, Production, and Demand Uncertainties in Manufacturing Inventory Systems
Manufacturing inventory systems with integrated supply, production, and demand uncertainties.
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Capacity Planning to Cope with Demand Surges in Fourth-Party Logistics Networks under Chance-Constrained Service Levels
Capacity planning for fourth-party logistics networks under demand surges and chance-constrained service levels.
Multi-Period Fourth-Party Logistics Network Design from the Viability Perspective: A Double-Layer Q-Learning based Collaborative Hyper-Heuristic Algorithm
A viability-oriented multi-period fourth-party logistics network design model and learning-based hyper-heuristic algorithm.
y.-zhang
Fourth-Party Logistics Network Design with Demand Surge: A Greedy Scenario-Reduction and Scenario-Price based Decomposition Algorithm
Fourth-party logistics network design under demand surge using scenario reduction and decomposition.
Multi-Period Distribution Network Design with Boundedly Rational Customers for the Service-Oriented Manufacturing Supply Chain: A 4PL Perspective
Distribution network design with boundedly rational customers in service-oriented manufacturing supply chains.
y.-zhang
Fourth party logistics network design considering quantity discount
Conference paper on fourth-party logistics network design with quantity discounts.