AQA D2 2009 June — Question 4 14 marks

Exam BoardAQA
ModuleD2 (Decision Mathematics 2)
Year2009
SessionJune
Marks14
PaperDownload PDF ↗
Mark schemeDownload PDF ↗
TopicThe Simplex Algorithm
TypeEffect of parameter changes
DifficultyStandard +0.8 This question requires understanding of the Simplex algorithm with parameter analysis, multiple iterations, and interpretation of optimal tableaux. Part (b)(ii) demands algebraic reasoning about when optimality is reached based on parameter k, which goes beyond routine application. While systematic, it requires deeper conceptual understanding than standard Simplex questions.
Spec7.07a Simplex tableau: initial setup in standard format7.07b Simplex iterations: pivot choice and row operations7.07c Interpret simplex: values of variables, slack, and objective7.07d Simplex terminology: basic feasible solution, basic/non-basic variable

4 A linear programming problem involving variables \(x , y\) and \(z\) is to be solved. The objective function to be maximised is \(P = 4 x + y + k z\), where \(k\) is a constant. The initial Simplex tableau is given below.
\(\boldsymbol { P }\)\(\boldsymbol { x }\)\(\boldsymbol { y }\)\(\boldsymbol { z }\)\(s\)\(\boldsymbol { t }\)value
1-4-1\(- k\)000
0123107
02140110
  1. In addition to \(x \geqslant 0 , y \geqslant 0\) and \(z \geqslant 0\), write down two inequalities involving \(x , y\) and \(z\) for this problem.
    1. The first pivot is chosen from the \(\boldsymbol { x }\)-column. Identify the pivot and perform one iteration of the Simplex method.
    2. Given that the optimal value of \(P\) has not been reached after this first iteration, find the possible values of \(k\).
  2. Given that \(k = 10\) :
    1. perform one further iteration of the Simplex method;
    2. interpret the final tableau.

AnswerMarks Guidance
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4 A linear programming problem involving variables $x , y$ and $z$ is to be solved. The objective function to be maximised is $P = 4 x + y + k z$, where $k$ is a constant. The initial Simplex tableau is given below.

\begin{center}
\begin{tabular}{|l|l|l|l|l|l|l|}
\hline
$\boldsymbol { P }$ & $\boldsymbol { x }$ & $\boldsymbol { y }$ & $\boldsymbol { z }$ & $s$ & $\boldsymbol { t }$ & value \\
\hline
1 & -4 & -1 & $- k$ & 0 & 0 & 0 \\
\hline
0 & 1 & 2 & 3 & 1 & 0 & 7 \\
\hline
0 & 2 & 1 & 4 & 0 & 1 & 10 \\
\hline
\end{tabular}
\end{center}
\begin{enumerate}[label=(\alph*)]
\item In addition to $x \geqslant 0 , y \geqslant 0$ and $z \geqslant 0$, write down two inequalities involving $x , y$ and $z$ for this problem.
\item \begin{enumerate}[label=(\roman*)]
\item The first pivot is chosen from the $\boldsymbol { x }$-column. Identify the pivot and perform one iteration of the Simplex method.
\item Given that the optimal value of $P$ has not been reached after this first iteration, find the possible values of $k$.
\end{enumerate}\item Given that $k = 10$ :
\begin{enumerate}[label=(\roman*)]
\item perform one further iteration of the Simplex method;
\item interpret the final tableau.
\end{enumerate}\end{enumerate}

\hfill \mbox{\textit{AQA D2 2009 Q4 [14]}}