Zermelo의 항해문제를 위한 신경회로망 최적제어

Optimal Control Using Neural Networks for Zermelo’s Navigation Problem

초록

Zermelo's navigation problem is that the ship reaches a particular target point in the minimum-time when it travels with a constant speed in a region of strong currents and its heading angle is the control variable. Its approximate solution for the minimum-time control may be found using the calculus of variation. However, the accuracy of its approximate solution is low since the solution is based on graph or table form from a complicated nonlinear equations. To improve the accuracy, we use a neural network. Through the computer simulation study we have found that the proposed method is superior to the conventional ones.

키워드

Zermelo’s navigation problem(Zermelo의 항해문제); minimum-time control(최소시간제어); neural network(신경회로망)
제목
Zermelo의 항해문제를 위한 신경회로망 최적제어
제목 (타언어)
Optimal Control Using Neural Networks for Zermelo’s Navigation Problem
저자
배준경; 박진현
DOI
10.17958/ksmt.17.4.201508.691
발행일
2015
저널명
한국기계기술학회지
권
17
호
4
페이지
691 ~ 697