Eigenvalues & Eigenvectors, step by step
Av = λv for some nonzero v: directions the map only stretches.
- Characteristic polynomialCompute det(A − λI) and expand it as a polynomial in λ.
- Solve det(A − λI) = 0The roots are the eigenvalues, each with an algebraic multiplicity.
- Find each eigenvectorRow reduce (A − λI)v = 0 and read off a basis of the null space.
- Compare multiplicitiesGeometric multiplicity is that nullity, and never exceeds algebraic.
- Check your arithmeticThe eigenvalues sum to the trace and multiply to the determinant.
An n×n matrix has n eigenvalues over ℂ counted with multiplicity, but it may have far fewer independent eigenvectors.
Questions about the Eigenvalues & Eigenvectors poster
- What’s on the Eigenvalues & Eigenvectors poster?
- 5 numbered steps. Av = λv for some nonzero v: directions the map only stretches. Characteristic polynomial — Compute det(A − λI) and expand it as a polynomial in λ.; Solve det(A − λI) = 0 — The roots are the eigenvalues, each with an algebraic multipl…; Find each eigenvector — Row reduce (A − λI)v = 0 and read off a basis of the null space.; Compare multiplicities — Geometric multiplicity is that nullity, and never exceeds al…; Check your arithmetic — The eigenvalues sum to the trace and multiply to the determin…. An n×n matrix has n eigenvalues over ℂ counted with multiplicity, but it may have far fewer independent eigenvectors.
- Who is the Eigenvalues & Eigenvectors poster for?
- Eigenvalues & Eigenvectors belongs to the Mathematics section rather than to a school year, because math is not something one grade owns. Anyone learning linear algebra can pin it up — a beginner, a student mid-course, or someone revising years later.
- When should you use the Eigenvalues & Eigenvectors poster?
- For diagonalisation, stability analysis, and any repeated application of a matrix. A wall chart earns its place by being glanceable from where the work is happening, so Eigenvalues & Eigenvectors belongs on the wall where that math work actually happens, within glancing distance, rather than filed away.
- What other posters go with Eigenvalues & Eigenvectors?
- Basis & Dimension, Determinant Properties and Diagonalisation sit alongside Eigenvalues & Eigenvectors in the Mathematics section. Printed together they make a wall rather than a single sheet, which is how a reference set actually gets used.Basis & DimensionDeterminant PropertiesDiagonalisation
- Is the Eigenvalues & Eigenvectors poster free to download and print?
- Yes. Eigenvalues & Eigenvectors downloads as a free PDF with no account, no email and no watermark, like everything else in the Mathematics section. Print as many copies as you like for a home, a classroom, a library or a tutoring group; reselling the file is the only thing the licence rules out.Read the licence
- What size does the Eigenvalues & Eigenvectors poster print at?
- Eigenvalues & Eigenvectors is a vector PDF laid out for US Letter, and prints on A4 with Fit to page — the same file, no separate download. Because every mark on it is drawn rather than photographed, it stays sharp enlarged to A3, A2 or A1 at a copy shop. Colour carries emphasis only, so a greyscale print of Eigenvalues & Eigenvectors loses nothing.Printing guide
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