哈尔滨工程大学学报2017，Vol.38Issue(1)：20-24,5.DOI:10.11990/jheu.201509058
能见度良好时影响船舶领域的因素的重要性分析
Importance analysis of the effect factors in ship domain of good visibility
摘要
Abstract
To evaluate the significance of influencing factors in the ship domain and then reduce factors, the com-plexity of the study of ship domain was reduced. The principal component regression algorithm and the algorithm based on rough sets were selected to perform the analysis. The principal component regression algorithm and the al-gorithm based on rough sets were used to obtain the significance degrees of the factors of the ship domain. The cor-relation algorithm based on rough sets was also used to obtain the reduction set. Then, the significance of the factors was obtained by comparing the results of the two methods. Results show that the size, type, speed, encounter an-gle, density, and the level of the navigators are the most important factors. Wind, wave, flow, and visibility are less important factors, and the effect of wind, waves, and flow can be ignored.关键词
影响因素/主成分回归/船舶领域/粗糙集/重要度Key words
influencing factors/principal component regression/ship domain/rough set/importance degree分类
交通工程引用本文复制引用
周丹,郑中义..能见度良好时影响船舶领域的因素的重要性分析[J].哈尔滨工程大学学报,2017,38(1):20-24,5.基金项目
国家自然科学基金项目（51409033）． （）
