Lecture 5 Triangulations simplicial complexes and cell complexes
- Slides: 57
Lecture 5: Triangulations & simplicial complexes (and cell complexes). in a series of preparatory lectures for the Fall 2013 online course MATH: 7450 (22 M: 305) Topics in Topology: Scientific and Engineering Applications of Algebraic Topology Target Audience: Anyone interested in topological data analysis including graduate students, faculty, industrial researchers in bioinformatics, biology, business, computer science, cosmology, engineering, imaging, mathematics, neurology, physics, statistics, etc. Isabel K. Darcy Mathematics Department/Applied Mathematical & Computational Sciences University of Iowa http: //www. math. uiowa. edu/~idarcy/Applied. Topology. html
Building blocks for a simplicial complex 0 -simplex = vertex = v 1 -simplex = edge = {v 1, v 2} v 1 e v 2 Note that the boundary of this edge is v 2 + v 1 2 -simplex = triangle = {v 1, v 2, v 3} v 2 Note that the boundary of this triangle is the cycle e 1 e 2 e 1 + e 2 + e 3 v 1 v 3 e 3 = {v 1, v 2} + {v 2, v 3} + {v 1, v 3}
Building blocks for a simplicial complex 3 -simplex = {v 1, v 2, v 3, v 4} = tetrahedron v 2 v 4 v 1 v 3 boundary of {v 1, v 2, v 3, v 4} = {v 1, v 2, v 3} + {v 1, v 2, v 4} + {v 1, v 3, v 4} + {v 2, v 3, v 4} n-simplex = {v 1, v 2, …, vn+1}
Building blocks for a simplicial complex 3 -simplex = {v 1, v 2, v 3, v 4} = tetrahedron v 2 Fill in v 4 v 1 v 3 boundary of {v 1, v 2, v 3, v 4} = {v 1, v 2, v 3} + {v 1, v 2, v 4} + {v 1, v 3, v 4} + {v 2, v 3, v 4} n-simplex = {v 1, v 2, …, vn+1}
Creating a simplicial complex 0. ) Start by adding 0 -dimensional vertices (0 -simplices)
Creating a simplicial complex 1. ) Next add 1 -dimensional edges (1 -simplices). Note: These edges must connect two vertices. I. e. , the boundary of an edge is two vertices
Creating a simplicial complex 1. ) Next add 1 -dimensional edges (1 -simplices). Note: These edges must connect two vertices. I. e. , the boundary of an edge is two vertices
Creating a simplicial complex 1. ) Next add 1 -dimensional edges (1 -simplices). Note: These edges must connect two vertices. I. e. , the boundary of an edge is two vertices
Creating a simplicial complex 2. ) Add 2 -dimensional triangles (2 -simplices). Boundary of a triangle = a cycle consisting of 3 edges.
Creating a simplicial complex 2. ) Add 2 -dimensional triangles (2 -simplices). Boundary of a triangle = a cycle consisting of 3 edges.
Creating a simplicial complex 3. ) Add 3 -dimensional tetrahedrons (3 -simplices). Boundary of a 3 -simplex = a cycle consisting of its four 2 -dimensional faces.
Creating a simplicial complex 3. ) Add 3 -dimensional tetrahedrons (3 -simplices). Boundary of a 3 -simplex = a cycle consisting of its four 2 -dimensional faces.
4. ) Add 4 -dimensional 4 -simplices, {v 1, v 2, …, v 5}. Boundary of a 4 -simplex = a cycle consisting of 3 -simplices. = {v 2, v 3, v 4, v 5} + {v 1, v 2, v 3, v 4}
Creating a simplicial complex n. ) Add n-dimensional n-simplices, {v 1, v 2, …, vn+1}. Boundary of a n-simplex = a cycle consisting of (n-1)-simplices.
Example: Triangulating the circle = { x in R 2 : ||x || = 1 }
Example: Triangulating the circle = { x in R 2 : ||x || = 1 }
Example: Triangulating the circle = { x in R 2 : ||x || = 1 }
Example: Triangulating the circle = { x in R 2 : ||x || = 1 }
Example: Triangulating the circle = { x in R 2 : ||x || = 1 }
Example: Triangulating the disk = { x in R 2 : ||x || ≤ 1 }
Example: Triangulating the disk = { x in R 2 : ||x || ≤ 1 }
Example: Triangulating the disk = { x in R 2 : ||x || ≤ 1 }
Example: Triangulating the disk = { x in R 2 : ||x || ≤ 1 }
Example: Triangulating the disk = { x in R 2 : ||x || ≤ 1 } =
Example: Triangulating the sphere = { x in R 3 : ||x || = 1 }
Example: Triangulating the sphere = { x in R 3 : ||x || = 1 }
Example: Triangulating the sphere = { x in R 3 : ||x || = 1 }
Example: Triangulating the sphere = { x in R 3 : ||x || = 1 }
Example: Triangulating the circle. disk = { x in R 2 : ||x || ≤ 1 } =
Example: Triangulating the circle. disk = { x in R 2 : ||x || ≤ 1 }
Example: Triangulating the circle. disk = { x in R 2 : ||x || ≤ 1 } Fist image from http: //openclipart. org/detail/1000/a-raised-fist-by-liftarn
Example: Triangulating the sphere = { x in R 3 : ||x || = 1 }
Example: Triangulating the sphere = { x in R 3 : ||x || = 1 } =
Creating a cell complex Building block: n-cells = { x in Rn : || x || ≤ 1 } Examples: 0 -cell = { x in R 0 : ||x || < 1 } 1 -cell =open interval ={ x in R : ||x || < 1 } ( 2 -cell = open disk = { x in R 2 : ||x || < 1 } 3 -cell = open ball = { x in R 3 : ||x || < 1 } )
Building blocks for a simplicial complex 0 -simplex = vertex = v 1 -simplex = edge = {v 1, v 2} v 1 e v 2 Note that the boundary of this edge is v 2 + v 1 2 -simplex = triangle = {v 1, v 2, v 3} v 2 Note that the boundary of this triangle is the cycle e 1 e 2 e 1 + e 2 + e 3 v 1 v 3 e 3 = {v 1, v 2} + {v 2, v 3} + {v 1, v 3}
Building blocks for a simplicial complex 3 -simplex = {v 1, v 2, v 3, v 4} = tetrahedron v 2 Fill in v 4 v 1 v 3 boundary of {v 1, v 2, v 3, v 4} = {v 1, v 2, v 3} + {v 1, v 2, v 4} + {v 1, v 3, v 4} + {v 2, v 3, v 4} n-simplex = {v 1, v 2, …, vn+1}
Creating a cell complex Building block: n-cells = { x in Rn : || x || ≤ 1 } Examples: 0 -cell = { x in R 0 : ||x || < 1 } 1 -cell =open interval ={ x in R : ||x || < 1 } ( 2 -cell = open disk = { x in R 2 : ||x || < 1 } 3 -cell = open ball = { x in R 3 : ||x || < 1 } )
Creating a cell complex Building block: n-cells = { x in Rn : || x || ≤ 1 } Examples: 0 -cell = { x in R 0 : ||x || < 1 } 1 -cell =open interval ={ x in R : ||x || < 1 } ( 2 -cell = open disk = { x in R 2 : ||x || < 1 } 3 -cell = open ball = { x in R 3 : ||x || < 1 } )
Example: disk = { x in R 2 : ||x || ≤ 1 } Simplicial complex Cell complex = = U ( ) U
Example: disk = { x in R 2 : ||x || ≤ 1 } Simplicial complex Cell complex = = U ( ) U
Example: disk = { x in R 2 : ||x || ≤ 1 } Simplicial complex = Cell complex = U ( ) U
Example: disk = { x in R 2 : ||x || ≤ 1 } Simplicial complex = Cell complex = U [ ] U ( ) U
Example: disk = { x in R 2 : ||x || ≤ 1 } Simplicial complex = Cell complex = U [ ] U ( ) U =
Example: disk = { x in R 2 : ||x || ≤ 1 } Simplicial complex = Cell complex = U [ U ( ] = U ) U
Example: disk = { x in R 2 : ||x || ≤ 1 } Simplicial complex = Cell complex = U [ U ( ) U ] = U =
Euler characteristic (simple form): = number of vertices – number of edges + number of faces Or in short-hand, = |V| - |E| + |F| where V = set of vertices E = set of edges F = set of 2 -dimensional faces & the notation |X| = the number of elements in the set X.
Example: disk = { x in R 2 : ||x || ≤ 1 } Simplicial complex = 3 vertices, 3 edges, 1 triangle Cell complex = 1 vertex, 1 edge, 1 disk. U [ U ( ) U ] = U =
Euler characteristic: Given a simplicial complex C, let Cn = the set of n-dimensional simplices in C, and let |Cn| denote the number of elements in Cn. Then = |C 0| - |C 1| + |C 2| - |C 3| + … = Σ (-1)n |Cn|
Euler characteristic: Given a cell complex C, let Cn = the set of n-dimensional cells in C, and let |Cn| denote the number of elements in Cn. Then = |C 0| - |C 1| + |C 2| - |C 3| + … = Σ (-1)n |Cn|
Example: sphere = { x in R 3 : ||x || = 1 } = Simplicial complex 4 vertices, 6 edges, 4 triangles Cell Complex 1 vertex, 1 disk = U
Example: sphere = { x in R 3 : ||x || = 1 } = Simplicial complex Cell complex = U
Example: sphere = { x in R 3 : ||x || = 1 } = Simplicial complex Cell complex = U U
Example: sphere = { x in R 3 : ||x || = 1 } = Simplicial complex Cell complex = U U =
Example: sphere = { x in R 3 : ||x || = 1 } = Simplicial complex Cell complex = U U = Fist image from http: //openclipart. org/detail/1000/a-raised-fist-by-liftarn
Example: sphere = { x in R 3 : ||x || = 1 } = Cell complex = U U =
Example: sphere = { x in R 3 : ||x || = 1 } = Cell complex = U U =
Example: sphere = { x in R 3 : ||x || = 1 } Simplicial complex Cell complex = = U U =
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