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Q-Learning을 활용한 선망투망궤적 도출 KCI 등재

Derivation of purse seine shooting trajectory using Q-Learning technique

  • 언어KOR
  • URLhttps://db.koreascholar.com/Article/Detail/446830
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수산해양기술연구 (Journal of the Korean Society of Fisheries and Ocean Technology)
한국수산해양기술학회(구 한국어업기술학회) (The Korean Society of Fisheriers and Ocean Technology)
초록

Purse seine fishing is a fishing method that involves surrounding a school of fish with a net and then closing the net at the bottom to prevent the fish from escaping. The success rate of purse seine operations is universally determined by the trajectory of the net shooting whether in large-scale, offshore, or coastal purse seine operations. The decision on where to shoot the nets and the movement of the surrounding vessels depends on the captain's or fishing master's judgment that is based on experience. Real purse seine operations must consider wind direction, currents, wave height, and the distribution of prey and other marine life making it challenging to cast a perfect circle or oval-shaped net, often relying on various shooting trajectories based on experience. Current purse seine operations involve both the main vessel and auxiliary boats, and the shooting trajectory is determined by various environmental factors like wind direction and sea conditions making it challenging to achieve a perfect cast. This comprehensive overview of the purse seine fishing industry and its practices in South Korea provides insights into the operational techniques and challenges faced by fishermen as well as the significant role of research in enhancing fishing operations and sustainability.

목차
서 론
재료 및 방법
    목표 선망어업
    Q-Learning의 적용
    시뮬레이션 환경
    투망궤적 적용
결과 및 고찰
    엡실론(탐색 비율) 도출
    보간법을 적용한 투망궤적 도출
결 론
사 사
References
저자
  • 최규석(국립수산과학원 수산공학과 연구원) | Kyu-Suk CHOI (Researcher, Division of Fisheries Engineering, National Fisheries Research and Development Institute, Busan 46083, Korea)
  • 박수봉(국립부경대학교 해양생산시스템관리학부 교수) | Subong PARK (Professor, Department of Marine Production System Management, Pukyong National University, Busan 48513, Korea) Corresponding author