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Level Set-Based Topological Shape Optimization of Nonlinear Heat Conduction Problems Using Topological Derivatives

机译:基于水平集的拓扑导数非线性导热问题的拓扑形状优化

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摘要

A level set-based topological shape-optimization method is developed to relieve the well-known convergence difficulty in nonlinear heat-conduction problems. While minimizing the objective function of instantaneous thermal compliance and satisfying the constraint of allowable volume, the solution of the Hamilton-Jacobi equation leads the initial implicit boundary to an optimal one according to the normal velocity determined from the descent direction of the Lagrangian. Topological derivatives are incorporated into the level set-based framework to improve convergence of the optimization process as well as to avoid the local minimum resulting from the intrinsic nature of the shape-design approach.
机译:提出了一种基于水平集的拓扑形状优化方法,以缓解非线性导热问题中众所周知的收敛困难。在最小化瞬时热柔度的目标函数并满足允许体积的约束的同时,Hamilton-Jacobi方程的解根据根据拉格朗日下降方向确定的法向速度将初始隐式边界引向最佳边界。拓扑导数被合并到基于级别集的框架中,以提高优化过程的收敛性,并避免形状设计方法的内在本质导致局部最小值。

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