A Three-Term Gradient Descent Method with Subspace Techniques
Abstract
We proposed a three-term gradient descent method that can be well applied to address the optimization problems in this article. The search direction of the obtained method is generated in a specific subspace. Specifically, a quadratic approximation model is applied in the process of generating the search direction. In order to reduce the amount of calculation and make the best use of the existing information, the subspace was made up of the...
Paper Details
Title
A Three-Term Gradient Descent Method with Subspace Techniques
Published Date
Jan 7, 2021
Volume
2021
Pages
1 - 7
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