Design performance evaluation for ship based on least squares support vector machine

摘要：

It is well-known that design performance evaluation for ship has very important to improve the quality of ship design.Least squares support vector machine is proposed to evaluate design performance evaluation for ship in the paper.Firstly,the principle of least squares support vector machine is introduced.Then,the experimental data of design performance evaluation for ship are given.The evaluation error is used to measure the evaluation performance of the evaluation model.The comparison results of LSSVM and SVM indicate that LSSVM has better design performance evaluation for ship than SVM.

关键词： least squares support vector machine design performance evaluation model ship

作者: Yao Jing-zheng Han Duan-feng

作者单位: Multihull Ship Technology Key Laboratory of Fundamental Science for National Defence Harbin Engineer College of Shipbuilding Engineering Harbin Engineering University Harbin 150001,China

会议类型: 国际会议

会议名称: 2010 4th International Conference on Intelligent Information Techonlogy Application(第四届智能信息技术应用国际学术研讨会 IITA 2010)

会议地点: 秦皇岛

会议语种:英文

页码: 40-43

在线出版日期: 2010-11-05（万方平台首次上网日期，不代表论文的发表时间）