Optimization of Two-echelon Emergency Material Distribution Path Based on Prospect Theory

In emergency situations, addressing the critical issue of diminishing satisfaction stemming from delayed deliveries has emerged as a paramount challenge.To tackle this, we developed a sophisticated hybrid mathematical model that integrates prospect theory with fuzzy mathematics methodologies.Furthermore, we implemented an innovative two-echelon transportation approach to optimize overall transportation efficiency.Lastly, we devised an efficient Hybrid Genetic Algorithm by merging the Genetic Algorithm with an adaptive large neighborhood search algorithm.Comparative experiments and case studies have demonstrated the superior effectiveness of this hybrid algorithm in resolving the issue.

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Publication Details

Journal
Research Review
Published
2025-02-20
DOI
https://doi.org/10.52845/cs/2024-4-6-17
Primary Topic
Safety and Risk Management
Type
article
Field-Weighted Citation Impact
0.00
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article

Optimization of Two-echelon Emergency Material Distribution Path Based on Prospect Theory

Haiying Xia, Huagang Tong, Bowen Wu, Song Wang
Research Review
Safety and Risk Management
article

Optimization of Two-echelon Emergency Material Distribution Path Based on Prospect Theory

Haiying Xia, Huagang Tong, Bowen Wu, Song Wang
article en

Abstract

In emergency situations, addressing the critical issue of diminishing satisfaction stemming from delayed deliveries has emerged as a paramount challenge.To tackle this, we developed a sophisticated hybrid mathematical model that integrates prospect theory with fuzzy mathematics methodologies.Furthermore, we implemented an innovative two-echelon transportation approach to optimize overall transportation efficiency.Lastly, we devised an efficient Hybrid Genetic Algorithm by merging the Genetic Algorithm with an adaptive large neighborhood search algorithm.Comparative experiments and case studies have demonstrated the superior effectiveness of this hybrid algorithm in resolving the issue.

Research Review
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Safety and Risk Management
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