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The concept of Eigen values and vectors is applicable to?Review LaterScalar matrixIdentity matrixUpper triangular matrixSquare matrix

Question

The concept of Eigen values and vectors is applicable to?Review LaterScalar matrixIdentity matrixUpper triangular matrixSquare matrix

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Solution

The concept of Eigenvalues and Eigenvectors is applicable to Square matrices.

Here's a step-by-step explanation:

  1. Eigenvalues and Eigenvectors are concepts that come from Linear Algebra and are used to break down or simplify complex matrices.

  2. The Eigenvalue tells us how much the original matrix stretches the vector, and the Eigenvector is the direction in which it is stretched.

  3. These concepts are only applicable to square matrices (matrices with the same number of rows and columns). This is because we are looking for a vector that will result in the same direction when we multiply our matrix, and this is only possible with square matrices.

  4. While it's true that scalar matrices, identity matrices, and upper triangular matrices are all specific types of square matrices, the question is asking for a general type of matrix to which these concepts apply. Therefore, the answer is Square matrices.

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