diff --git a/latex/thesis/chapters/analysis_of_results.tex b/latex/thesis/chapters/analysis_of_results.tex index 8cb9690..7571ba8 100644 --- a/latex/thesis/chapters/analysis_of_results.tex +++ b/latex/thesis/chapters/analysis_of_results.tex @@ -87,7 +87,7 @@ return $\boldsymbol{s}$ \underbrace{\boldsymbol{\gamma}^\text{T}\tilde{\boldsymbol{c}}} _{\text{Likelihood}} + \underbrace{\sum_{j\in\mathcal{J}} g_j\left( - \boldsymbol{T}_j\tilde{\boldsymbol{c}} \right) } + \tilde{\boldsymbol{c}}_{N_c\left( j \right) } \right) } _{\text{Constraints}} \\ \text{subject to}\hspace{5mm} & \tilde{\boldsymbol{c}} \in \mathbb{R}^n @@ -104,8 +104,8 @@ while stopping criterion not satisfied do \scaleto{\nu \cdot \boldsymbol{\gamma}^{\text{T}}\tilde{\boldsymbol{c}}}{8.5pt}} \left( \boldsymbol{z} - \boldsymbol{u} \right) $ $\boldsymbol{z}_j \leftarrow \textbf{prox}_{\scaleto{g_j}{7pt}} - \left( \boldsymbol{T}_j\tilde{\boldsymbol{c}} - + \boldsymbol{T}_j\boldsymbol{u} \right) \hspace{5mm}\forall j\in\mathcal{J}$ + \left( \tilde{\boldsymbol{c}}_{N_c\left( j \right) } + + \boldsymbol{u}_{N_c\left( j \right) } \right) \hspace{1mm}\forall j\in\mathcal{J}$ $\boldsymbol{u} \leftarrow \boldsymbol{u} + \tilde{\boldsymbol{c}} - \boldsymbol{z}$ end while @@ -130,6 +130,7 @@ $\boldsymbol{\gamma}^\text{T}\tilde{\boldsymbol{c}} \left( \boldsymbol{T}_j\tilde{\boldsymbol{c}} - \boldsymbol{z}_j \right) + \frac{\mu}{2}\sum_{j\in\mathcal{J}} \lVert \boldsymbol{T}_j\tilde{\boldsymbol{c}} - \boldsymbol{z}_j \rVert^2_2$}% +\todo{Explain the notation $\tilde{\boldsymbol{c}}_{N_c\left( j \right) }$}% % \noindent The objective functions of both problems are similar in that they both comprise two parts: one associated to the likelihood that a given