Risk-Aware Vessel Scheduling and Routing Optimization with CVaR and LSTM-MSNet Prediction
This paper proposes an integrated optimization model for vessel scheduling and routing. The objective is to maximize shipping company profits while considering profit volatility using the Conditional Value-at-Risk metric to master risks from demand fluctuations. Simultaneously, the model balances th...
Saved in:
| Main Authors: | Zhichao Cao, Zhiwei Zhu, Weike Lu, Silin Zhang |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2025-01-01
|
| Series: | Journal of Marine Science and Engineering |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2077-1312/13/2/207 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Research on routing scheduling technology of computing power network
by: Ran PANG, et al.
Published: (2023-08-01) -
Research on routing scheduling technology of computing power network
by: Ran PANG, et al.
Published: (2023-08-01) -
A two-stage distributionally robust CVaR-constrained framework and its approximations for self-scheduling microgrid
by: Chen Zhang, et al.
Published: (2025-07-01) -
A Stochastic Optimization Model for Multi-Airport Flight Cooperative Scheduling Considering CvaR of Both Travel and Departure Time
by: Wei Cong, et al.
Published: (2025-07-01) -
Portfolio optimization using Mean Absolute Deviation (MAD) and Conditional Value-at-Risk (CVaR)
by: Lucas Pelegrin da Silva, et al.