CHANGELOG

Changelog of the notes.

Each version follows the Conventional Commits structure. For more information on this, see: Conventional Commits.

Table of Contents

• v0.6.0
• v0.5.0
• v0.4.0
• v0.3.0
• v0.2.0
• v0.1.0

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v0.6.0

• add BiConjugate Gradient (BiCG) and BiCGSTAB method
• add Generalized Minimum Residual (GMRES) method

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v0.5.0

• add Multigrid method
  • add Idea of MG methods
  • add How it works
    • add Coarse Grids
    • add Correction
    • add Interpolation Operator
    • add Restriction Operator
    • add Two-Grid Scheme
    • add V-Cycle Scheme
  • add Classical Algebraic Multigrid (AMG)

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v0.4.0

• add Numerical methods for overdetermined linear systems and SVD
  • add Overdetermine systems and Least Squares
  • add Singular Value Decomposition (SVD)

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v0.3.0

• add Solving large scale eigenvalue problems
  • add Eigenvalue problems
  • add Power method
    • add Deflation method
  • add Inverse power method
    • add Inverse power method with shift
  • add QR Factorization
    • add Schur decomposition applied to QR algorithm
    • add Hessenberg applied to QR algorithm
  • add Lanczos method

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v0.2.0

• add Iterative methods for linear systems of equations
  • add Why not use the directive methods?
  • add Linear iterative methods
    • add Definition
    • add Jacobi method
    • add Gauss-Seidel method
    • add Convergence of Jacobi and Gauss-Seidel methods
    • add The stationary Richardson method
  • add Stopping Criteria
  • add Preconditioning techniques
    • add Preconditioned Richardson method
  • add Gradient method
  • add Conjugate Gradient method
  • add Krylov-space

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v0.1.0

• add CHANGELOG.md
• add Introduction topic
• add Notation topic
• add Matrix Operations topic
• add Basic matrix decomposition topic
• add Determinants topic
• add Sparse matrices topic
  • add Storage schemes topic