The Utilization Of Artificial Neural Networks In Marine Applications: An Overview

摘要

Traditional calculation methods used in naval architecture and marine engineering rely mainly on statistical approaches and regression analysis. A relatively new tool in this field is the use of artificial neural networks. Artificial neural networks possess a number of unique characteristics that make them particularly attractive in complex problems, such as the ship design process. In this paper, an overview of the application of neural networks to various aspects of the ship design process is examined. Representative examples in the literature are presented in order to illustrate the power and the versatility of such an approach. The paper aims to provide the reader, whether a novice or an expert in the field of artificial intelligence and naval architecture, with useful sources as well as outline the potential for the extensive use of neural networks in naval applications.