Math Problem Statement
Solution
Let's analyze each statement provided in the image and determine whether they are true or false:
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If a matrix is invertible, then its inverse is unique.
- True. If a matrix is invertible, there exists a unique matrix such that , where is the identity matrix. Uniqueness is guaranteed by the properties of matrix multiplication.
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If and are invertible, then .
- False. The correct formula is . The order of multiplication is reversed when taking the inverse of a product of two matrices.
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All square matrices are invertible.
- False. Not all square matrices are invertible. A square matrix is invertible only if its determinant is non-zero. A square matrix with a determinant of zero is called "singular" and does not have an inverse.
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Every identity matrix is invertible.
- True. The identity matrix of any size is always invertible, and its inverse is itself, i.e., .
Conclusion:
The statements that are true are:
- Statement 1: If a matrix is invertible, then its inverse is unique.
- Statement 4: Every identity matrix is invertible.
Would you like more details or have any questions?
Related Questions:
- What is the definition of an invertible matrix?
- How do you find the inverse of a 2x2 matrix?
- What are some examples of non-invertible matrices?
- Can a rectangular matrix be invertible?
- How does the determinant relate to matrix invertibility?
Tip:
Remember, for two matrices and , . The order is reversed when taking the inverse of a product.
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Math Problem Analysis
Mathematical Concepts
Matrix invertibility
Inverse of matrices
Matrix multiplication
Identity matrix
Formulas
Inverse of a matrix: A^-1
Inverse of a product of matrices: (AB)^-1 = B^-1 A^-1
Theorems
Matrix invertibility theorem
Properties of identity matrices
Suitable Grade Level
Undergraduate (or Advanced High School)
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