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Coupling Tangent-Linear and Adjoint Models

机译:耦合切线线性和伴随模型

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摘要

We consider the solution of a (generalized) eigenvalue problem arising in physical oceanography that involves the evaluation of both the tangent-linear and adjoint versions of the underlying numerical model. Two different approaches are discussed. First, tangent-linear and adjoint models are generated by the software tool TAF and used separately. Second, the two models are combined into a single derivative model based on optimally preaccumulated local gradients of all scalar assignments. The coupled tangent-linear/adjoint model promises to be a good solution for small or medium sized problems. However, the simplicity of the example code at hand prevents us from observing considerable run time differences between the two approaches.
机译:我们考虑物理海洋学中产生的(广义)特征值问题的解决方案,涉及基本数值模型的切线线性和伴随版本的评估。讨论了两种不同的方法。首先,切线线性和伴随模型由软件工具TAF生成并单独使用。其次,两种模型基于所有标量分配的最佳PREACCUMUPULUSUPATION的局部梯度组合成单个导数模型。耦合的切线线性/伴随模型承诺是对小型或中型问题的良好解决方案。然而,手头示例代码的简单性可防止我们在两种方法之间观察到相当大的运行时间差异。

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