Variable transformation problems

A question is this type if and only if it requires transforming variables (e.g., substituting a = 6-x) to convert a minimization or bounded variable problem into standard Simplex form.

2 questions · Standard +0.6

7.07a Simplex tableau: initial setup in standard format7.07b Simplex iterations: pivot choice and row operations
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OCR D1 2010 January Q5
16 marks Standard +0.8
5 Consider the following LP problem. $$\begin{aligned} \text { Minimise } & 2 a - 3 b + c + 18 , \\ \text { subject to } & a + b - c \geqslant 14 , \\ & - 2 a + 3 c \leqslant 50 , \\ \text { and } & a \leqslant 4 a \leqslant 5 b , \\ & a \leqslant 20 , b \leqslant 10 , c \leqslant 8 . \end{aligned}$$
  1. By replacing \(a\) by \(20 - x , b\) by \(10 - y\) and \(c\) by \(8 - z\), show that the problem can be expressed as follows. $$\begin{aligned} \text { Maximise } & 2 x - 3 y + z , \\ \text { subject to } & x + y - z \leqslant 8 , \\ & 2 x - 3 z \leqslant 66 , \\ & 4 x - 5 y \leqslant 40 , \\ \text { and } & x \geqslant 0 , y \geqslant 0 , z \geqslant 0 . \end{aligned}$$
  2. Represent the problem as an initial Simplex tableau. Perform one iteration of the Simplex algorithm. Explain how the choice of pivot was made and show how each row was obtained. Write down the values of \(x , y\) and \(z\) at this stage. Hence write down the corresponding values of \(a , b\) and \(c\).
  3. If, additionally, the variables \(a , b\) and \(c\) are non-negative, what additional constraints are there on the values of \(x , y\) and \(z\) ?
OCR D1 2011 January Q6
13 marks Standard +0.3
6 Consider the following LP problem.
Minimise\(2 a - 4 b + 5 c - 30\),
subject to\(3 a + 2 b - c \geqslant 10\),
\(- 2 a + 4 c \leqslant 35\),
\(4 a - b \leqslant 20\),
and\(a \leqslant 6 , b \leqslant 8 , c \leqslant 10\).
  1. Since \(a \leqslant 6\) it follows that \(6 - a \geqslant 0\), and similarly for \(b\) and \(c\). Let \(6 - a = x\) (so that \(a\) is replaced by \(6 - x ) , 8 - b = y\) and \(10 - c = z\) to show that the problem can be expressed as $$\begin{array} { l l } \text { Maximise } & 2 x - 4 y + 5 z , \\ \text { subject to } & 3 x + 2 y - z \leqslant 14 , \\ & 2 x - 4 z \leqslant 7 , \\ & - 4 x + y \leqslant 4 , \\ \text { and } & x \geqslant 0 , y \geqslant 0 , z \geqslant 0 . \end{array}$$
  2. Represent the problem as an initial Simplex tableau. Perform two iterations of the Simplex algorithm, showing how each row was obtained. Hence write down the values of \(a , b\) and \(c\) after two iterations. Find the value of the objective for the original problem at this stage.
    [0pt] [10]