Difference between revisions of "Prep 2011 workshop Linear Algebra"
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− | Preliminary Topic List |
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+ | = Working page for the Linear Algebra group at PREP 2011 = |
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+ | |||
+ | == Preliminary Topic List - 2011-06-23 == |
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* Vectors |
* Vectors |
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** Geometric objects - lines and planes |
** Geometric objects - lines and planes |
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− | ** Dot product |
+ | ** Dot product and Vector Projections |
− | ** Projection |
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** Orthogonal decomposition |
** Orthogonal decomposition |
||
* Systems of equations and elimination |
* Systems of equations and elimination |
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− | ** Free variables |
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+ | ** Row operations and Row Echelon Form |
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− | ** Consistency of solutions |
+ | ** Gaussian elimination (Free variables & Consistency of solutions) |
− | ** Gaussian elimination |
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* Matrix operations and algebra |
* Matrix operations and algebra |
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** Matrix arithmetic |
** Matrix arithmetic |
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** Matrix inverse |
** Matrix inverse |
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** Matrix equations |
** Matrix equations |
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− | ** Determinant |
+ | ** Determinant and Cramer's Rule |
− | ** Elementary |
+ | ** Elementary matrices and LU Decomposition |
− | + | * Vector space preliminaries |
|
− | * |
+ | ** Definition of a vector space and subspaces |
− | ** Definition of a vector space |
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** Euclidean vector spaces |
** Euclidean vector spaces |
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− | ** |
+ | ** Linear combinations and span |
− | ** |
+ | ** Linear independence |
− | ** |
+ | ** Basis and orthogonal basis |
− | ** |
+ | ** Coordinate vectors and change of basis |
− | ** |
+ | ** Row space, column space, and null space |
− | ** |
+ | ** Dimension and rank |
− | ** |
+ | ** Geometric examples |
* Linear transformations |
* Linear transformations |
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+ | ** Definition of a linear transformation |
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** Matrix of a linear transformation |
** Matrix of a linear transformation |
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** Reflections, rotations, dilations and projections |
** Reflections, rotations, dilations and projections |
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** Inverse of a transformation |
** Inverse of a transformation |
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+ | ** Kernel, range, injection, surjection |
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* Applications |
* Applications |
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− | ** Adjacency matrix |
+ | ** Graph theory: Adjacency matrix and Incidence Matrix |
** Least squares |
** Least squares |
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** Curve/surface fitting |
** Curve/surface fitting |
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** Mixture problems |
** Mixture problems |
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** Simplex method |
** Simplex method |
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− | ** Graph theory |
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+ | ** Approximation of a function by a Fourier polynomial |
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* Eigenvalues and eigenvectors |
* Eigenvalues and eigenvectors |
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+ | ** Finding eigenvalues and eigenvectors |
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+ | ** Eigenspaces |
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+ | ** Diagonalization |
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+ | ** Symmetric matrices & Trace |
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+ | ** Quadratic forms |
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* Inner product spaces and abstract vector spaces |
* Inner product spaces and abstract vector spaces |
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+ | |||
+ | == Working group members == |
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+ | * [[User:AlinaDuca|Alina Duca]] |
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+ | * [[User:William D. Emerson|William Emerson]] |
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+ | * [[User:Tuco|Jim Fischer]] |
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+ | * [[User:Tbflowers|Tim Flowers]] |
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+ | * [[User:Charles Fortin|Charles Fortin]] |
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+ | * [[User:Malcolm|Malcolm Harper]] |
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+ | |||
+ | == Assignment Status == |
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+ | [[Prep_2011_workshop_Linear_Algebra_Assignment_Status]] |
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+ | |||
+ | |||
+ | == Draft of Documentation documents == |
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+ | [[Prep_2011_workshop_Linear_Algebra_Documentation_Draft]] |
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+ | |||
+ | [[Category:PREP 2011]] |
Latest revision as of 13:26, 16 June 2021
Contents
Working page for the Linear Algebra group at PREP 2011
Preliminary Topic List - 2011-06-23
- Vectors
- Geometric objects - lines and planes
- Dot product and Vector Projections
- Orthogonal decomposition
- Systems of equations and elimination
- Row operations and Row Echelon Form
- Gaussian elimination (Free variables & Consistency of solutions)
- Matrix operations and algebra
- Matrix arithmetic
- Matrix inverse
- Matrix equations
- Determinant and Cramer's Rule
- Elementary matrices and LU Decomposition
- Vector space preliminaries
- Definition of a vector space and subspaces
- Euclidean vector spaces
- Linear combinations and span
- Linear independence
- Basis and orthogonal basis
- Coordinate vectors and change of basis
- Row space, column space, and null space
- Dimension and rank
- Geometric examples
- Linear transformations
- Definition of a linear transformation
- Matrix of a linear transformation
- Reflections, rotations, dilations and projections
- Inverse of a transformation
- Kernel, range, injection, surjection
- Applications
- Graph theory: Adjacency matrix and Incidence Matrix
- Least squares
- Curve/surface fitting
- Mixture problems
- Simplex method
- Approximation of a function by a Fourier polynomial
- Eigenvalues and eigenvectors
- Finding eigenvalues and eigenvectors
- Eigenspaces
- Diagonalization
- Symmetric matrices & Trace
- Quadratic forms
- Inner product spaces and abstract vector spaces
Working group members
Assignment Status
Prep_2011_workshop_Linear_Algebra_Assignment_Status