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About Advanced Matrix Operations

Matrix Properties

Calculate fundamental matrix properties including determinant, rank, trace, and various matrix norms for analysis and characterization.

  • Determinant Calculation
  • Matrix Rank & Trace
  • Matrix Norms

Eigenanalysis

Compute eigenvalues and eigenvectors for understanding matrix behavior, stability analysis, and principal component analysis.

  • Eigenvalue Computation
  • Eigenvector Calculation
  • Spectral Analysis

Matrix Inversion

Calculate matrix inverses using multiple methods including Gauss-Jordan elimination and adjugate matrix approaches.

  • Inverse Calculation
  • Invertibility Testing
  • Condition Analysis

Matrix Powers

Compute integer powers of matrices efficiently using diagonalization and repeated squaring algorithms.

  • Matrix Exponentiation
  • Efficient Algorithms
  • Large Power Computation