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All Projects → MichaelStott → SimplexSolver

MichaelStott / SimplexSolver

Licence: other
Python script that solves standard linear programs with the Simplex algorithm and outputs step-by-step LaTeX instructions.

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python
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Labels

tutoriallatexalgorithmssimplexproblem-solvinghomework-exercisessimplex-algorithmhomework-helper

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Simplex Solver

Example code for solving linear equations using simplex.

  • Provides step-by-step instrucitons for solving LPs using simplex algorithm (tableau method).
  • Outputs raw LaTeX file.

LaTeX files can be compiled here.

Note: Currently, only LPs in standard form are supported.

Examples

1. Standard Form Maximization LP

Consider the following objective function and constraints:

This problem can be solved by running the script with the following parameters: 
$ python simplex.py -A "[[2,1],[1,2]]" -b "[4,3]" -c "[1,1]" -p max
2. Standard Form Minimization LP

Consider the following objective function and constraints:

This problem can be solved by running the script with the following parameters: 
$ python simplex.py -A "[[2,1],[1,1]]" -b "[6,4]" -c "[3,2]" -p min
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