Given the following all-integer linear program: Max 15x₁ + 2x₂ s.t. 7x₁ + x₂

Question

Given the following all-integer linear program:

Max 15x₁ + 2x₂
s.t. 7x₁ + x₂ < 23
3x₁ - x₂ < 5
x₁,x₂ > 0 and integer

a.Solve the problem as an LP,ignoring the integer constraints.
b.What solution is obtained by rounding up fractions greater than or equal to 1/2? Is this the optimal integer solution?
c.What solution is obtained by rounding down all fractions? Is this the optimal integer solution? Explain.
d.Show that the optimal objective function value for the ILP (integer linear programming)is lower than that for the optimal LP.
e.Why is the optimal objective function value for the ILP problem always less than or equal to the corresponding LP's optimal objective function value? When would they be equal? Comment on the optimal objective function of the MILP (mixed-integer linear programming)compared to the corresponding LP and ILP.

Quizplus · Accepted Answer

The Answer of Given the following all-integer linear program: Max 15x₁ + 2x₂ s.t. 7x₁ + x₂ < 23 3x₁ - x₂ < 5 x₁,x₂ > 0 and integer a.Solve the problem as an LP,ignoring the integer constraints. b.What solution is obtained by rounding up fractions greater than or equal to 1/2? Is this the optimal integer solution? c.What solution is obtained by rounding down all fractions? Is this the optimal integer solution? Explain. d.Show that the optimal objective function value for the ILP (integer linear programming)is lower than that for the optimal LP. e.Why is the optimal objective function value for the ILP problem always less than or equal to the corresponding LP's optimal objective function value? When would they be equal? Comment on the optimal objective function of the MILP (mixed-integer linear programming)compared to the corresponding LP and ILP.

Given the Following All-Integer Linear Program