Linear Programming Basics
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Questions and Answers

What is the objective of linear programming?

  • To achieve the best outcome in a mathematical model with linear relationships (correct)
  • To optimize a non-linear objective function
  • To find the intersection of finitely many half spaces
  • To solve non-linear equations
  • How is the feasible region in linear programming defined?

  • As a convex polytope, the intersection of finitely many half spaces (correct)
  • As the solution set to non-linear equations
  • As the entire space of possible solutions
  • As a non-convex polygon
  • What type of function is the objective function in linear programming?

  • Trigonometric function
  • Exponential function
  • Quadratic function
  • Real-valued affine (linear) function (correct)
  • How are linear programs expressed in standard form?

    <p>$\text{Find a vector } \mathbf{x} \text{ that maximizes } \mathbf{c}^{\mathsf{T}}\mathbf{x} \text{ subject to } A\mathbf{x} \leq \mathbf{b} \text{ and } \mathbf{x} \geq \mathbf{0}$</p> Signup and view all the answers

    What does a linear programming algorithm aim to find?

    <p>A point in the polytope where the objective function has the largest (or smallest) value if such a point exists</p> Signup and view all the answers

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