A multi-population multi-objective maritime inventory routing optimization algorithm with three-level dynamic encoding

A multi-population multi-objective maritime inventory routing optimization algorithm with three-level dynamic encoding

Abstract This paper proposes a multi-population-based multi-objective evolutionary algorithm (MP-MOEA) for solving complex maritime inventory routing problems, aiming to simultaneously minimize transportation costs and greenhouse gas emissions. To maintain population diversity, this paper employs a...

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Bibliographic Details
Main Authors: Tianyu Liu, Jiaping Liu, He Xu
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Maritime inventory routing problem
Multi-objective optimization
Evolutionary algorithm
Encoding strategy
Individual modification
Online Access:https://doi.org/10.1038/s41598-025-86091-y
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https://doi.org/10.1038/s41598-025-86091-y

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