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HomeHomework HelpmathematicsMatrix Inversion and Permutations

Matrix Inversion and Permutations

Matrix inversion is the process of finding a matrix that, when multiplied with the original matrix, results in the identity matrix. This concept is closely tied to linear algebra and involves understanding permutations and their properties.

intermediate
3 hours
Mathematics
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Overview

Matrix inversion and permutations are fundamental concepts in mathematics, particularly in linear algebra. Matrix inversion allows us to solve systems of linear equations and understand transformations in space. A matrix is invertible if its determinant is non-zero, which is crucial for many applica...

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Key Terms

Matrix
A rectangular array of numbers arranged in rows and columns.

Example: A 2x2 matrix: [[1, 2], [3, 4]]

Identity Matrix
A square matrix with ones on the diagonal and zeros elsewhere.

Example: The 2x2 identity matrix is [[1, 0], [0, 1]].

Determinant
A scalar value that can be computed from the elements of a square matrix.

Example: For matrix [[a, b], [c, d]], the determinant is ad - bc.

Inverse Matrix
A matrix that, when multiplied with the original matrix, results in the identity matrix.

Example: The inverse of [[1, 2], [3, 4]] is [[-2, 1], [1.5, -0.5]].

Permutation
An arrangement of all or part of a set of objects.

Example: The permutations of {1, 2} are {1, 2} and {2, 1}.

Factorial
The product of all positive integers up to a given number.

Example: 3! = 3 × 2 × 1 = 6.

Related Topics

Linear Algebra
The study of vectors, vector spaces, and linear transformations.
intermediate
Eigenvalues and Eigenvectors
Concepts related to linear transformations and their properties.
advanced
Combinatorics
The branch of mathematics dealing with combinations and arrangements.
intermediate

Key Concepts

Matrix InversionIdentity MatrixPermutationsDeterminants