基于支持向量机的航母斜角甲板布置研究  

Research on General Arrangement of Aircraft Carrier Angled Deck

作　　者：郑茂[1] 

机构地区：[1]中国舰船研究院,北京100192

出　　处：《武汉理工大学学报》2015年第7期46-51,共6页Journal of Wuhan University of Technology

基　　金：国家自然科学基金(10702016)

摘　　要：为客观地确定航母斜角甲板的斜角度数和横向位置,对影响斜角甲板布置的因素进行了梳理和分析,以国外技术成熟、设计成功的航母飞行甲板方案为训练样本,引入支持向量机理论并建立回归模型,获得了航母斜角甲板布置的趋势和特点,以前苏联的乌里杨诺夫斯克号航母作为检验样本,验证了支持向量机回归模型的精度。To determine the angle and position in width direction of angled deck objectively,this paper reviewed and analyzed the factors that influence the angled deck general arrangements.Based on several schemes of foreign mature aircraft carriers,support vector machine（SVM）model was introduced to regression and gain the trand and characteristics of angled deck arrangement.The regression for former Soviet Union Ulyanovsk aircraft carrier demonstrates that the accuracy and validity of this method is good.

关 键 词：航母 支持向量机 斜角甲板 布置 

分 类 号：U662.3[交通运输工程—船舶及航道工程]