[PDF] assumptions of linear programming with examples

Linear programming assumes that any modification in the constraint inequalities will result in a proportional change in the objective function. This means that if it takes 10 hours to produce 1 unit of a product, then it would take 50 hours to produce 5 such products.
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  • What are assumptions of linear programming?

    With linear programs, we assume that the contribution of individual variables in the objective function and constraints is proportional to their value. That is, if we double the value of a variable, we double the contribution of that variable to the objective function and each constraint in which the variable appears.

  • What are the assumptions of the simplex method?

    The Simplex Algorithm assumes that the initial point it starts at is a basic feasible solution. The number of basic variables that exists in the model (and the amount of basic variables Simplex will need to solve a model) is dependent on the number of constraints within the model.
  • Divisibility is not an assumption of linear programming.
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