Study on Cabin Layout Optimization With Fish Algorithm
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摘要: 布局优化问题的研究其实就是组合最优问题的求解。在求解过程中会涉及到许多约束条件, 即求解组合优化问题时需要调整的设计参数, 引入人工鱼群算法求解深潜器舱室人员布局优化问题。深潜器舱室在布局问题中具有复杂性和特殊性, 因此, 结合多目标优化问题的求解思路进行模型计算, 并获得优化布局设计方案。为了验证布局方案的有效性和人机工程性, 对布局方案进行计算机建模仿真, 并运用JACK软件对布局方案进行评价, 求证布局结果的合理性, 对后期的设计展开提供理论支持和指导, 并验证人工鱼群算法对深潜器舱室布局进行优化设计方法的有效性。Abstract: Research on the problem of layout optimization is actually to find the solution of a combinatorial optimization problem. The constraints involved in the solving process are the design parameters in combinatorial optimization problem, this paper the problem of personnel layout of cabin was studied based on the artificial fish algorithm. Considering the complexity and particularity of DSV cabin, multi-objective optimization is adapted to obtain the optimal layout design scheme. In order to validate the effectiveness of the proposed scheme, the layout scheme is simulated and JACK software was used to evaluate the layout scheme and the rationality of the layout was confirmed. The present study proves the effectiveness of artificial fish algorithm to DSV cabin layout optimization design and provides theory support and guidance for future design work.
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Key words:
- artificial fish swarm algorithm /
- cabin /
- layout optimization /
- multi-objective
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