基于正反馈修正-支持向量机的PSC选船模型

大连海事大学学报 ›› 2014, Vol. 40 ›› Issue (2) : 100.

交通运输工程

为定量评估港口国监督目标船的风险值，提出基于正反馈修正-支持向量机的PSC选船模型.对东京备忘录“APCIS”信息系统的PSC检查历史记录进行正反馈修正，获得样本数据，并运用支持向量机模型对样本进行分类，得到了合理的结果. 所建模型和所得到的结果对于研究PSC选船具有参考价值.

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PSC targeting model based on positive feedback repair model and SVM method

To get quantitative risk evaluation of Port State Control (PSC) candidate ships, PSC targeting model based on positive feedback repair model and SVM method is applied. According to the Tokyo-MOU “APCIS” information system’s PSC history data, the positive feedback repair model is established in order to obtain samples, SVM method is established in order to classify the samples, and a reasonable result is obtained in this paper. The model established and the result obtained are important references to select ships before conducting PSC inspection.

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摘要

为定量评估港口国监督目标船的风险值，提出基于正反馈修正-支持向量机的PSC选船模型.对东京备忘录“APCIS”信息系统的PSC检查历史记录进行正反馈修正，获得样本数据，并运用支持向量机模型对样本进行分类，得到了合理的结果. 所建模型和所得到的结果对于研究PSC选船具有参考价值.

Abstract

To get quantitative risk evaluation of Port State Control (PSC) candidate ships, PSC targeting model based on positive feedback repair model and SVM method is applied. According to the Tokyo-MOU “APCIS” information system’s PSC history data, the positive feedback repair model is established in order to obtain samples, SVM method is established in order to classify the samples, and a reasonable result is obtained in this paper. The model established and the result obtained are important references to select ships before conducting PSC inspection.

关键词

正反馈修正 / 支持向量机 / PSC选船

Key words

positive feedback repair

/ SVM / PSC targeting model

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孙墨林,郑中义. 基于正反馈修正-支持向量机的PSC选船模型[J]. 大连海事大学学报. 2014, 40(2): 100

SUN Mo-lin,ZHENG Zhong-yi. PSC targeting model based on positive feedback repair model and SVM method[J]. Journal of Dalian Maritime University. 2014, 40(2): 100