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Zermelo의 항해문제를 위한 신경회로망 최적 제어 KCI 등재

Optimal Control Using Neural Networks for Zermelo’s Navigation Problem

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한국기계항공기술학회지(구 한국기계기술학회지) (Journal of the Korean Society of Mechanical and Aviation Technology)
한국기계항공기술학회(구 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