G
Gitae Kim
Researcher at Nanyang Technological University
Publications - 3
Citations - 272
Gitae Kim is an academic researcher from Nanyang Technological University. The author has contributed to research in topics: Markov decision process & Supply chain. The author has an hindex of 3, co-authored 3 publications receiving 197 citations.
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Journal ArticleDOI
City Vehicle Routing Problem (City VRP): A Review
TL;DR: The state of the art of City VRP is identified, the core challenging issues are highlighted, and some potential research area in this field that have remained underexplored are suggested.
Journal ArticleDOI
Solving the Dynamic Vehicle Routing Problem Under Traffic Congestion
TL;DR: A Markov decision process model is proposed to solve the dynamic vehicle routing problem (DVRP) with nonstationary stochastic travel times under traffic congestion and adopts a rollout-based approach to the solution, using approximate dynamic programming to avoid the curse of dimensionality.
Journal ArticleDOI
Optimal inventory control in a multi-period newsvendor problem with non-stationary demand
Gitae Kim,Kan Wu,Edward Huang +2 more
TL;DR: The progressive hedging method is extended to solve the multi-period newsvendor model problem efficiently, and the problem is formulated as a multi-stage stochastic programming model with integer recourse decisions.