Math Problem Statement
what is an identity matrix?
Solution
An identity matrix is a special type of square matrix where all the elements on the main diagonal (from the top-left to the bottom-right) are equal to 1, and all other elements are 0. The identity matrix is denoted as Iₙ, where n represents the number of rows (and columns) in the matrix. For any matrix A, multiplying it by the identity matrix (of appropriate size) leaves the matrix unchanged:
For example:
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The 2x2 identity matrix:
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The 3x3 identity matrix:
In general, an identity matrix serves as the matrix equivalent of the number 1 in scalar multiplication.
Would you like further details or have any questions?
Related Questions:
- How do you prove that multiplying a matrix by the identity matrix results in the same matrix?
- What is the role of the identity matrix in matrix inversion?
- How does the identity matrix relate to matrix transformations in geometry?
- Can an identity matrix have a size other than square? Why or why not?
- How do identity matrices play a role in linear systems of equations?
Tip:
When solving matrix equations, think of the identity matrix as the "do-nothing" operator, much like multiplying by 1 in algebra.
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Math Problem Analysis
Mathematical Concepts
Linear Algebra
Matrices
Formulas
Identity Matrix Multiplication: Iₙ × A = A × Iₙ = A
Theorems
Identity Matrix Theorem
Suitable Grade Level
Grades 10-12