KOREASCHOLAR

Zermelo의 항해문제를 위한 신경회로망 최적 제어 Optimal Control Using Neural Networks for Zermelo’s Navigation Problem

배준경, 박진현
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  • URLhttp://db.koreascholar.com/Article/Detail/305715
한국기계기술학회지 (韓國機械技術學會誌)
제17권 제4호 (2015.08)
pp.691-697
한국기계기술학회 (Korean Society of Mechanical Technology)
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.

저자
  • 배준경(Department of Mechatronics engineering, Gyeongnam National University of Science and Technology) | Jun-Kyung Bae
  • 박진현(Member, Department of Mechatronics engineering, Gyeongnam National University of Science and Technology) | Jin-Hyun Park Corresponding Author