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doc - use degree over order where it makes sense
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docs/src/background.md

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@@ -29,7 +29,7 @@ L_h \varphi \left( \theta, x \right) = \tilde{L}_h \left( \theta \right) \varphi
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then ``\tilde{L}_h \left( \theta \right) = \sum_{\kappa \in V} s_\kappa e^{\imath \theta \kappa}`` is the **symbol** of ``L_h``.
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We can extend this to a ``p \times p`` linear system of operators representing a scalar problem on a ``p`` order finite element
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We can extend this to a ``p \times p`` linear system of operators representing a scalar problem on a degree ``p`` finite element
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```math
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\tilde{L}_h =
@@ -125,7 +125,7 @@ Q_{2d} = Q \otimes Q
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and an analogous computation can be done for 3D.
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Therefore, the symbol matrix for a PDE with arbitrary dimension, order and number of components is given by
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Therefore, the symbol matrix for a PDE with arbitrary dimension, polynomial degree of basis, and number of components is given by
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```math
@@ -160,7 +160,7 @@ M_{TMG} = S_f \left( I - P_{ctof} A_c^{-1} R_{ftoc} A_f \right) S_f
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where ``S_f`` represents the error propagation operator for the smoother on the fine grid.
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This algorithm describes both h-multigrid and p-multigrid.
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While h-multigrid coarsens the mesh by increasing the size of each element, p-multigrid coarsens the mesh by decreasing the order of each element.
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While h-multigrid coarsens the mesh by increasing the size of each element, p-multigrid coarsens the mesh by decreasing the polynomial degree of the basis for each element.
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To explore the convergence of multigrid techniques, we need to analyze the symbol of the multigrid error propagation operator.
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We build the symbol of the p-multigrid error propagation operator in parts.
@@ -211,7 +211,7 @@ User defined smoothers are supported, where the user provides ``M^{-1}`` or a fu
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### Grid Transfer Operators
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We consider grid transfer operators for p-type multigrid.
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The finite element operator for prolongation from the lower order coarse grid to the high order fine grid is given by
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The finite element operator for prolongation from the lower degree basis on the coarse grid to the high degree basis on the fine grid is given by
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```math
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P_{ctof} = P_f^T P_e P_c\\
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\tilde{R}_{ftoc} \left( \theta \right) = Q_c^T \left( \left( D_{scale} B_{ctof} \right)^T \odot \left[ e^{\imath \left( \mathbf{x}_{j, f} - \mathbf{x}_{i, c} \right) \boldsymbol{\theta} / \mathbf{h}} \right] \right) Q_f.
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```
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The grid transfer operators for h-multgrid can be represented in a similar fashion by representing the fine grid as consisting of macro-elements that consist of multiple micro elements of the same polynomial order as the coarse grid elements.
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The grid transfer operators for h-multgrid can be represented in a similar fashion by representing the fine grid as consisting of macro-elements that consist of multiple micro elements of the same polynomial degree as the coarse grid elements.
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### Multigrid Error Propagation Symbol
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