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ZWMath›Linear algebra›Orthogonality›Orthogonal projection›ZW-ORTHOGONAL-PROJECTION-001
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AreaAlgebraCourseLinear algebraTopicOrthogonality
Systems and matrices6
  • System of linear equations
  • Matrix
  • Matrix multiplication
  • Gaussian elimination
  • Inverse matrix
  • Transpose matrix
Determinants4
  • Determinant
  • Cofactor and Laplace expansion
  • Properties of the determinant
  • Cramer's rule
Vector spaces7
  • Vector in ℝⁿ
  • Vector space
  • Vector subspace
  • Linear combination and span
  • Linear independence
  • Basis and dimension
  • Rank of a matrix
Linear transformations5
  • Linear transformation
  • Matrix of a linear transformation
  • Kernel and image
  • Rank–nullity theorem
  • Change of basis
Eigenvalues and eigenvectors4
  • Eigenvalue and eigenvector
  • Characteristic polynomial
  • Eigenspace
  • Diagonalization
Orthogonality5
  • Dot product
  • Vector norm
  • Orthogonal vectors
  • Orthogonal projection
  • Gram–Schmidt process

Exercise · ZW-ORTHOGONAL-PROJECTION-001 · ★☆☆ Basic

Compute the orthogonal projection of \(u=(3,4)\) onto \(v=(1,0)\).

Choose one option.

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  • C. \((3,0)\)

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Explanation

\(\frac{u\cdot v}{v\cdot v}v=\frac31(1,0)=(3,0)\): only the component along \(v\) remains.

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Review the concept: Orthogonal projection

The orthogonal projection of a vector onto a nonzero vector is the multiple of the latter closest to the former; the remainder is perpendicular to the latter.

\[\operatorname{proj}_{v}u=\frac{u\cdot v}{v\cdot v}\,v\]

More practice problems: orthogonal projection

  • ZW-ORTHOGONAL-PROJECTION-002 Compute the orthogonal projection of u=(2,3) onto v=(1,1).
  • ZW-ORTHOGONAL-PROJECTION-003 Compute the orthogonal projection of u=(1,2,3) onto v=(2,0,1).
  • ZW-ORTHOGONAL-PROJECTION-004 What is the length of the orthogonal projection of u=(1,2,2) onto v=(2,1,2)?
  • ZW-ORTHOGONAL-PROJECTION-005 For u=(4,2) and v=(1,1), what is the vector u-proj_v u?
  • ZW-ORTHOGONAL-PROJECTION-006 If v≠0, the orthogonal projection of u onto v is the zero vector exactly when:
  • ZW-ORTHOGONAL-PROJECTION-007 If u=c v with c≠0, the orthogonal projection of u onto v is:
  • ZW-ORTHOGONAL-PROJECTION-008 Projecting u=(5,3) onto v=(1,1) and onto 2v=(2,2) gives:
  • ZW-ORTHOGONAL-PROJECTION-009 What is the minimum distance from the point u=(5,0) to the line spanned by v=(1,2)?

ZW-ORTHOGONAL-PROJECTION-002 →

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