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authorvrouvrea <vrouvrea@636b058d-ea47-450e-bf9e-a15bfbe3eedb>2016-08-12 15:29:48 +0000
committervrouvrea <vrouvrea@636b058d-ea47-450e-bf9e-a15bfbe3eedb>2016-08-12 15:29:48 +0000
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+===================================== ===================================== =====================================
+:Author: Siargey Kachanovich :Introduced in: GUDHI PYTHON 1.4.0 :Copyright: GPL v3
+===================================== ===================================== =====================================
+
++---------------------------------------------+----------------------------------------------------------------------+
+| .. image:: | Witness complex :math:`Wit(W,L)` is a simplicial complex defined on |
+| img/Witness_complex_representation.png | two sets of points in :math:`\mathbb{R}^D`:Wit(W,L)` is a simplicial |
+| | complex defined on two sets of points in :math:`\mathbb{R}^D`: |
+| | |
+| | * :math:`W` set of **witnesses** and |
+| | * :math:`L \subseteq W` set of **landmarks**. |
+| | |
+| | The simplices are based on landmarks and a simplex belongs to the |
+| | witness complex if and only if it is witnessed, that is: |
+| | |
+| | :math:`\sigma \subset L` is witnessed if there exists a point |
+| | :math:`w \in W` such that w is closer to the vertices of |
+| | :math:`\sigma` than other points in :math:`L` and all of its faces |
+| | are witnessed as well. |
+| | |
+| | The data structure is described in |
+| | :cite:`boissonnatmariasimplextreealgorithmica`. |
++---------------------------------------------+----------------------------------------------------------------------+
+| :doc:`witness_complex_user` | :doc:`witness_complex_ref` |
++---------------------------------------------+----------------------------------------------------------------------+