Density Topology Optimization Method Based on Neural Network

نویسندگان

چکیده

A neural network used for structural topology optimization is designed and built in this paper. In the proposed method, density-based SIMP method first applied to obtain data of three different mechanisms with specified design conditions. Image processing screening methods are raw material learning training process. Then, a according funnel-shaped structure, whose tasks optimize purpose outputting model, lightweight algorithm improve generalization effectiveness network. The verified through classic minimum compliance problems.

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ژورنال

عنوان ژورنال: Frontiers in artificial intelligence and applications

سال: 2023

ISSN: ['1879-8314', '0922-6389']

DOI: https://doi.org/10.3233/faia230065