6. 名词术语¶
- Alternating Direction Method of Multipliers
交替方向乘子法 (Alternating Direction Method of Multipliers , ADMM)
- Augmented Lagrangian Method
增广拉格朗日法 (Augmented Lagrangian Method , ALM)
- Dual Problem
对偶问题 (Dual Problem , 也称对偶性 Duality)
- Fast Iterative Shrinkage Thresholding Algorithm
快速迭代阈值收缩算法 (Fast Iterative Shrinkage Thresholding Algorithm , FISTA)
- Iterative Shrinkage Thresholding Algorithm
迭代阈值收缩算法 (Iterative Shrinkage Thresholding Algorithm , ISTA)
- Karush–Kuhn–Tucker
KKT 条件 (Karush–Kuhn–Tucker )
- Lagrange Multiplier
拉格朗日乘子 (Lagrange Multiplier , ALM)
- Split Augmented Lagrangian Shrinkage Algorithm
分裂增广拉格朗日收缩算法 (Split Augmented Lagrangian Shrinkage Algorithm , SALSA)