List eight types of matrices and indicate using an example.
List Eight types of matrices and indicate using an example
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ChatGPT
Sep 13
1. Square matrix: A matrix with the same number of rows and columns. Example: \[ \begin{bmatrix} 1 & 2 & 3 \\ 4 & 5 & 6 \\ 7 & 8 & 9 \end{bmatrix} \]
2. Diagonal matrix: A square matrix where all elements outside the main diagonal are zero. Example: \[ \begin{bmatrix} 1 & 0 & 0 \\ 0 & 2 & 0 \\ 0 & 0 & 3 \end{bmatrix} \]
3. Identity matrix: A diagonal matrix where all elements on the main diagonal are 1. Example: \[ \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix} \]
4. Zero matrix: A matrix where all elements are zero. Example: \[ \begin{bmatrix} 0 & 0 \\ 0 & 0 \end{bmatrix} \]
5. Row matrix: A matrix with only one row. Example: \[ \begin{bmatrix} 1 & 2 & 3 \end{bmatrix} \]
6. Column matrix: A matrix with only one column. Example: \[ \begin{bmatrix} 1 \\ 2 \\ 3 \end{bmatrix} \]
7. Symmetric matrix: A square matrix that is equal to its transpose. Example: \[ \begin{bmatrix} 1 & 2 & 3 \\ 2 & 4 & 5 \\ 3 & 5 & 6 \end{bmatrix} \]
8. Skew-symmetric matrix: A square matrix where the transpose is equal to the negative of the original matrix. Example: \[ \begin{bmatrix} 0 & -2 & 3 \\ 2 & 0 & -5 \\ -3 & 5 & 0 \end{bmatrix} \]
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Google Gemini AI
Sep 13
1. Null/Zero Matrix: All elements are zero. - Example: [0 0] [0 0]
2. Identity Matrix: Main diagonal elements are 1, all other elements are zero. - Example: [1 0] [0 1]
3. Diagonal Matrix: Non-zero elements only appear on the main diagonal. - Example: [2 0 0] [0 3 0] [0 0 4]
4. Triangular Matrix: All elements below or above the main diagonal are zero. - Example: Upper Triangular: [1 2 3] [0 4 5] [0 0 6] Lower Triangular: [1 0 0] [2 3 0] [4 5 6]
5. Symmetric Matrix: Transpose is equal to the matrix itself. - Example: [1 2] [2 3]
6. Antisymmetric Matrix: Transpose is equal to the negative of the matrix itself. - Example: [0 1] [-1 0]
7. Orthogonal Matrix: Inverse is equal to its transpose. - Example: [1/√2 -1/√2] [1/√2 1/√2]
8. Invertible Matrix: Has an inverse matrix. - Example: [2 1] [1 2] - Inverse: [1/3 -1/3] [-1/3 2/3]