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ZWMath›Linear algebra›Vector spaces›Basis and dimension›ZW-BASIS-AND-DIMENSION-003
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AreaAlgebraCourseLinear algebraTopicVector spaces
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-BASIS-AND-DIMENSION-003 · ★☆☆ Basic

How many vectors does any basis of \(\mathbb{R}^3\) have?

Choose one option.

Show answer
  • B. 3

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Explanation

All bases of a space have the same number of vectors, equal to its dimension, which is 3.

Study Linear algebra in ZWMath →

Review the concept: Basis and dimension

A basis \(\mathcal B\) of a vector space \(V\) is a linearly independent set that spans it; its number of vectors is the dimension of \(V\).

\[\mathcal{B}=\{v_1,\dots,v_n\},\quad \dim V=n\]

More practice problems: basis and dimension

  • ZW-BASIS-AND-DIMENSION-001 What is the dimension of ℝ^4?
  • ZW-BASIS-AND-DIMENSION-002 Which of these sets is a basis of ℝ^2?
  • ZW-BASIS-AND-DIMENSION-004 Write (5,1)=a(1,1)+b(1,-1). What are a and b?
  • ZW-BASIS-AND-DIMENSION-005 What is the dimension of the plane x+y+z=0 in ℝ^3?
  • ZW-BASIS-AND-DIMENSION-006 What is the dimension of the span of (1,2,3), (2,4,6) and (0,1,0)?
  • ZW-BASIS-AND-DIMENSION-007 What is the dimension of the space of polynomials of degree at most 3?
  • ZW-BASIS-AND-DIMENSION-008 What is the dimension of the space of 2× 3 matrices?
  • ZW-BASIS-AND-DIMENSION-009 If dim V=n and S is a linearly independent set of n vectors of V, then:

← ZW-BASIS-AND-DIMENSION-002 ZW-BASIS-AND-DIMENSION-004 →

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