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dynamics. Definition: For matrix \(A\), a non-zero vector \(\mathbf{v}\) such that \(A\mathbf{v} = \lambda \mathbf{v}\). Applications: Stability analysis, principal component analysis (PCA), vibrations analysis. Applications of Elementary Linea