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SDSC6012 - Assignment 1
发表于
2025-10-25
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#assignment
#sdsc6012
文章作者:
Eric_Chen
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https://迷麟的小站.online/blog/%E8%AF%BE%E7%A8%8B%E4%BD%9C%E4%B8%9A/SDSC6012/SDSC6012%20-%20Assignment%201-1/
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SDSC6015 Course 4-Projected Gradient Descent, Proximal Gradient Desent and Mirror Descent
#sdsc6015 English / 中文 Projected Gradient Descent Projected Gradient Descent is an algorithm for constrained optimization problems that ensures constraint satisfaction by projecting gradient steps back onto the feasible set. Constrained Optimization Problem Definition The constrained optimization problem is formally defined as: minf(x)subject tox∈X\begin{aligned} &\min f(x) \\ &\text{subject to}\quad x \in X \end{aligned} minf(x)subject tox∈X where: f:Rd→Rf: \mathbb{R}^d \righta...
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SDSC6012 - Question of Assignment 2
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