Evaluating the Marine Environmental Concealment Risk Levels Using a Fuzzy Choquet Integral Model

The evaluation of marine environmental concealment is crucial for underwater activities. Traditional assessment methods do not fully leverage risk indicators and expert experience. To address this, this paper proposes a marine environmental concealment assessment model based on a 2-additive piecewise linear Choquet integral. This model combines the fuzzy measure to aggregate the utility values of various environmental indicators, integrating both expert opinions and objective data, while also considering the nonlinear interactions between indicators. Verification using real ocean data and expert preferences shows that the depth of the ocean grid and seabed terrain have the most significant impact on concealment, while the interaction between temperature gradient, salinity gradient, and ocean current is positively correlated. This model offers a theoretical contribution to marine environmental concealment assessment and demonstrates the advantages of the Choquet integral method in handling complex, multi-factor risk evaluations, with significant practical application value.

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Publication Details

Journal
International Journal of Fuzzy System Applications
Published
2025-02-21
DOI
https://doi.org/10.4018/ijfsa.369723
Primary Topic
Maritime Navigation and Safety
Type
article
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article

Evaluating the Marine Environmental Concealment Risk Levels Using a Fuzzy Choquet Integral Model

Hui Ji, Zhecheng Wang, Zaiwu Gong, Qiong Wu
International Journal of Fuzzy System Applications
Maritime Navigation and Safety
article

Evaluating the Marine Environmental Concealment Risk Levels Using a Fuzzy Choquet Integral Model

Hui Ji, Zhecheng Wang, Zaiwu Gong, Qiong Wu
article en

Abstract

The evaluation of marine environmental concealment is crucial for underwater activities. Traditional assessment methods do not fully leverage risk indicators and expert experience. To address this, this paper proposes a marine environmental concealment assessment model based on a 2-additive piecewise linear Choquet integral. This model combines the fuzzy measure to aggregate the utility values of various environmental indicators, integrating both expert opinions and objective data, while also considering the nonlinear interactions between indicators. Verification using real ocean data and expert preferences shows that the depth of the ocean grid and seabed terrain have the most significant impact on concealment, while the interaction between temperature gradient, salinity gradient, and ocean current is positively correlated. This model offers a theoretical contribution to marine environmental concealment assessment and demonstrates the advantages of the Choquet integral method in handling complex, multi-factor risk evaluations, with significant practical application value.

International Journal of Fuzzy System ApplicationsVol. 14(1)
Nanjing University of Information Science and Technology (CN)
Openalex Percentile: Top 96%
Maritime Navigation and Safety
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Evaluating the Marine Environmental Concealment Risk Levels Using a Fuzzy Choquet Integral Model — Hui Ji, Zhecheng Wang, et al. · International Journal of Fuzzy System Applications (2025) | TGRS Research Map | TGRS