Math Visualization List
Determinant
2x2 & 3x3 Determinants
Cramer's Rule
Permutations & Inversions
Permutation Definition & Expansion
Properties of Determinants: Row Operations
Minors & Cofactors
Two-Row Laplace Expansion
Vandermonde Determinant
Matrix Operations
Matrix Addition, Subtraction & Scalar Multiplication
Matrix Multiplication & Power
Transpose, Determinant & Adjoint
Inverse Matrix & Matrix Equations
Elementary Transformations, Echelon & Canonical Form
Probability & Statistics
Conditional Probability, Independence & Total Probability
Discrete Probability Distributions
PMF & CDF
2D Random Vectors
Conditional Probability Distributions
Bayes' Theorem
Numerical Characteristics of Random Variables
Higher Moments & Covariance Matrix
Law of Iterated Expectations
Independence, Mean Independence & Uncorrelated
Continuous Statistical Distributions
Vector Operations
Vector Addition, Subtraction & Scalar Multiplication
Linear Combination, Span & Basis
Matrices as Transformations
Composition of Transformations
3D Linear Transformations
Determinant
Inverse, Column Space & Rank
Cross-Dimensional Transformations
Vector Angle
Cross Product
Change of Basis
Eigenvectors & Eigenvalues
Function Vector Spaces
Geometric Interpretation of Cramer's Rule
Gravity Simulation
Change of Basis
The columns of matrix P represent the positions of the "new basis vectors" in the standard coordinate system.
New Basis Matrix P (Language Translator)
Vector coordinates in standard basis [x, y, z]
[2.0, 2.0, 2.0]
Vector coordinates in new basis [x', y', z']
[?, ?, ?]
A' = P⁻¹ A P
Meaning of Similar Matrices:
1. P: "Translate" new language coordinates into standard language.
2. A: Perform linear transformation in standard language.
3. P⁻¹: "Translate" the result back to new language.
Final Effect: The same transformation is completed in your new coordinate system.
1. P: "Translate" new language coordinates into standard language.
2. A: Perform linear transformation in standard language.
3. P⁻¹: "Translate" the result back to new language.
Final Effect: The same transformation is completed in your new coordinate system.