3 variable Linear function problem

Question

Mohamed Rashad 2021-8-12

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评论： Mohamed Rashad 2021-8-16

In a 3 variable Linear function Optimization problem, how to write the code if two variable bounds are defined (zero to infinity) and the third variable is not defined (-infinity to +infinity) ?

For reference: Maximize Z = x1 - 2x1 + 3x3

Subject to x1 + X2 + x3 <= 7 x1 - X2 + x3 >= 2 3x1 - x2 - 2x3 = -5 x1,x2 >= 0

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Answer 1

Alan Weiss 2021-8-15

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在 MATLAB Online 中打开

In linprog set

lb = [0 0 -Inf];

You will have to take the negative of your objective function vector in order to maximize.

Alternatively, formulation is easier if you use the problem-based approach:

prob = optimproblem('ObjectiveSense','maximize');
x = optimvar('x',3,'LowerBound',[0 0 -Inf]);
prob.Objective = x(1) - 2*x(2) + 3*x(3);
prob.Constraints.cons1 = sum(x) <= 7;
prob.Constraints.cons2 = x(1) - x(2) + x(3) >= 2;
prob.Constraints.cons3 = 3*x(1) - x(2) - 2*x(3) == -5;
[sol,fval] = solve(prob)