An improved support vector regression and its modelling of manoeuvring performance in multidisciplinary ship design optimization

In this paper, the combination of the Laplace loss function and Support Vector Regression (SVR) are presented for the estimation of manoeuvring performance in multidisciplinary ship design optimization, and a new SVR algorithm was proposed, which has only one parameter to control the errors and auto...

Full description

Bibliographic Details
Main Authors: Li, Dongqin (Author), Wilson, Philip A. (Author), Jiang, Zhiyong (Author)
Format: Article
Language:English
Published: 2016-02-03.
Subjects:
Online Access:Get fulltext
Get fulltext