Read the staircase from the bottom
The displayed triangular system is , , . The bottom equation gives ; the remaining rows can then be solved upward.
Infomity · YouTube · 8:51
An augmented matrix can be reshaped into a solvable staircase. This visual introduction explains why row scaling, row replacement and row swapping preserve the equations' solutions, then demonstrates back substitution.
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The displayed triangular system is , , . The bottom equation gives ; the remaining rows can then be solved upward.
Multiplying a row by a nonzero factor multiplies both its coefficients and its right-hand side. For example, becomes when doubled.
A row replacement such as changes one equation using another while preserving the complete system's solution set. Choosing the multiplier to cancel a coefficient creates a zero below a pivot.
Once the matrix is in echelon form, solve the last nontrivial row and substitute upward. If a required pivot is zero, a suitable row swap may provide a nonzero pivot; otherwise the missing pivot carries information about the system's rank and solutions.
The displayed triangular system is , , . The bottom equation gives ; the remaining rows can then be solved upward.
Multiplying a row by a nonzero factor multiplies both its coefficients and its right-hand side. For example, becomes when doubled.
A row replacement such as changes one equation using another while preserving the complete system's solution set. Choosing the multiplier to cancel a coefficient creates a zero below a pivot.
Once the matrix is in echelon form, solve the last nontrivial row and substitute upward. If a required pivot is zero, a suitable row swap may provide a nonzero pivot; otherwise the missing pivot carries information about the system's rank and solutions.
The displayed triangular system is , , . The bottom equation gives ; the remaining rows can then be solved upward. Multiplying a row by a nonzero factor multiplies both its coefficients and its right-hand side. For example, becomes when doubled. A row replacement such as changes one equation using another while preserving the complete system's solution set. Choosing the multiplier to cancel a coefficient creates a zero below a pivot. Once the matrix is in echelon form, solve the last nontrivial row and substitute upward. If a required pivot is zero, a suitable row swap may provide a nonzero pivot; otherwise the missing pivot carries information about the system's rank and solutions.
The displayed triangular system is , , . The bottom equation gives ; the remaining rows can then be solved upward. Multiplying a row by a nonzero factor multiplies both its coefficients and its right-hand side. For example, becomes when doubled. A row replacement such as changes one equation using another while preserving the complete system's solution set. Choosing the multiplier to cancel a coefficient creates a zero below a pivot. Once the matrix is in echelon form, solve the last nontrivial row and substitute upward. If a required pivot is zero, a suitable row swap may provide a nonzero pivot; otherwise the missing pivot carries information about the system's rank and solutions.