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lup-decomposition's Introduction

LUP-Decomposition

  • The basic principle used to write the LU decomposition algorithm and flowchart is – ““A square matrix [A] can be written as the product of a lower triangular matrix [L] and an upper triangular matrix [U], one of them being unit triangular, if all the principal minors of [A] are non-singular.”
  • So, for a linear system AX = b, the given matrix [A] can be decomposed into the product two lower and upper triangular matrices.

Algorithm

  • Start
  • Read the elements of augmented matrix into arrays a and b
  • Calculate elements of L and U
  • Print elements of L and U
  • Find V by solving LV = B by forward substitution
  • Find X by solving UX = V by backward substitution
  • Print Array X as the solution
  • Stop

Steps to run program on google colab

  • %%writefile filename.c[This will be written at the start of the program]
  • For compiling follow this instruction
    %%shell
    gcc LUP.c -o output
    ./output

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