Revert "Changed from T_j to indexing in comparison section"
This reverts commit c4a88363c5.
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@ -87,7 +87,7 @@ return $\boldsymbol{s}$
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\underbrace{\boldsymbol{\gamma}^\text{T}\tilde{\boldsymbol{c}}}
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\underbrace{\boldsymbol{\gamma}^\text{T}\tilde{\boldsymbol{c}}}
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_{\text{Likelihood}}
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_{\text{Likelihood}}
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+ \underbrace{\sum_{j\in\mathcal{J}} g_j\left(
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+ \underbrace{\sum_{j\in\mathcal{J}} g_j\left(
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\tilde{\boldsymbol{c}}_{N_c\left( j \right) } \right) }
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\boldsymbol{T}_j\tilde{\boldsymbol{c}} \right) }
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_{\text{Constraints}} \\
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_{\text{Constraints}} \\
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\text{subject to}\hspace{5mm} &
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\text{subject to}\hspace{5mm} &
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\tilde{\boldsymbol{c}} \in \mathbb{R}^n
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\tilde{\boldsymbol{c}} \in \mathbb{R}^n
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@ -104,8 +104,8 @@ while stopping criterion not satisfied do
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\scaleto{\nu \cdot \boldsymbol{\gamma}^{\text{T}}\tilde{\boldsymbol{c}}}{8.5pt}}
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\scaleto{\nu \cdot \boldsymbol{\gamma}^{\text{T}}\tilde{\boldsymbol{c}}}{8.5pt}}
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\left( \boldsymbol{z} - \boldsymbol{u} \right) $
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\left( \boldsymbol{z} - \boldsymbol{u} \right) $
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$\boldsymbol{z}_j \leftarrow \textbf{prox}_{\scaleto{g_j}{7pt}}
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$\boldsymbol{z}_j \leftarrow \textbf{prox}_{\scaleto{g_j}{7pt}}
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\left( \tilde{\boldsymbol{c}}_{N_c\left( j \right) }
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\left( \boldsymbol{T}_j\tilde{\boldsymbol{c}}
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+ \boldsymbol{u}_{N_c\left( j \right) } \right) \hspace{1mm}\forall j\in\mathcal{J}$
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+ \boldsymbol{T}_j\boldsymbol{u} \right) \hspace{5mm}\forall j\in\mathcal{J}$
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$\boldsymbol{u} \leftarrow \boldsymbol{u}
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$\boldsymbol{u} \leftarrow \boldsymbol{u}
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+ \tilde{\boldsymbol{c}} - \boldsymbol{z}$
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+ \tilde{\boldsymbol{c}} - \boldsymbol{z}$
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end while
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end while
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@ -130,7 +130,6 @@ $\boldsymbol{\gamma}^\text{T}\tilde{\boldsymbol{c}}
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\left( \boldsymbol{T}_j\tilde{\boldsymbol{c}} - \boldsymbol{z}_j \right)
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\left( \boldsymbol{T}_j\tilde{\boldsymbol{c}} - \boldsymbol{z}_j \right)
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+ \frac{\mu}{2}\sum_{j\in\mathcal{J}}
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+ \frac{\mu}{2}\sum_{j\in\mathcal{J}}
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\lVert \boldsymbol{T}_j\tilde{\boldsymbol{c}} - \boldsymbol{z}_j \rVert^2_2$}%
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\lVert \boldsymbol{T}_j\tilde{\boldsymbol{c}} - \boldsymbol{z}_j \rVert^2_2$}%
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\todo{Explain the notation $\tilde{\boldsymbol{c}}_{N_c\left( j \right) }$}%
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%
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%
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\noindent The objective functions of both problems are similar in that they
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\noindent The objective functions of both problems are similar in that they
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both comprise two parts: one associated to the likelihood that a given
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both comprise two parts: one associated to the likelihood that a given
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