Column Space Calculator - Multi-Tools

Column Space Calculator

Find the column space (range) of a matrix with step-by-step solutions.

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How to Find Column Space

The column space of a matrix A is the span of its column vectors. To find it:

  1. Convert the matrix to Reduced Row Echelon Form (RREF)
  2. Identify the pivot columns in the RREF
  3. The corresponding columns from the original matrix form a basis for the column space

For example, if matrix A has RREF with pivots in columns 1 and 3, then:

  • Column space = span{column 1, column 3}
  • Dimension = number of pivot columns

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