电力控制系统中免疫蚁群算法的应用研究
发布时间:2019-07-04 07:24
【摘要】:船舶电力控制对于船舶的安全航行具有重要意义。本文首先分析免疫算法和蚁群算法的优缺点,然后将两者相结合,形成免疫蚁群算法;然后将其应用于船舶电力控制系统,通过设定目标函数,以此来求解目标函数的最优解,最后通过与不同算法的对比试验来说明本文算法寻优速率最高,收敛速度快,稳定性好,能够有效地保证船舶安全行驶。
[Abstract]:Ship power control is of great significance to the safe navigation of ships. In this paper, the advantages and disadvantages of immune algorithm and ant colony algorithm are analyzed, and then the immune ant colony algorithm is formed by combining the two algorithms. Then, it is applied to the ship power control system to solve the optimal solution of the objective function by setting the objective function. Finally, the comparison experiments with different algorithms show that the algorithm has the highest optimization rate, fast convergence speed and good stability, and can effectively ensure the safe driving of the ship.
【作者单位】: 安阳职业技术学院;
【分类号】:TP18;U665.1
[Abstract]:Ship power control is of great significance to the safe navigation of ships. In this paper, the advantages and disadvantages of immune algorithm and ant colony algorithm are analyzed, and then the immune ant colony algorithm is formed by combining the two algorithms. Then, it is applied to the ship power control system to solve the optimal solution of the objective function by setting the objective function. Finally, the comparison experiments with different algorithms show that the algorithm has the highest optimization rate, fast convergence speed and good stability, and can effectively ensure the safe driving of the ship.
【作者单位】: 安阳职业技术学院;
【分类号】:TP18;U665.1
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