Maximizar $$$7 x + 2 y$$$, sujeito a $$$\begin{cases} 3 x + 5 y \geq 20 \\ 3 x + y \leq 16 \\ - 2 x + y \leq 1 \\ x \geq 0 \\ y \geq 0 \end{cases}$$$

A calculadora maximizará $$$7 x + 2 y$$$, sujeito a $$$\begin{cases} 3 x + 5 y \geq 20 \\ 3 x + y \leq 16 \\ - 2 x + y \leq 1 \\ x \geq 0 \\ y \geq 0 \end{cases}$$$, com as etapas mostradas.
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Sua entrada

Maximize $$$Z = 7 x + 2 y$$$, sujeito a $$$\begin{cases} 3 x + 5 y \geq 20 \\ 3 x + y \leq 16 \\ - 2 x + y \leq 1 \\ x \geq 0 \\ y \geq 0 \end{cases}.$$$

Solução

O problema na forma canônica pode ser escrito da seguinte forma:

$$Z = 7 x + 2 y \to max$$$$\begin{cases} 3 x + 5 y \geq 20 \\ 3 x + y \leq 16 \\ - 2 x + y \leq 1 \\ x, y \geq 0 \end{cases}$$

Adicione variáveis (folga ou excedente) para transformar todas as desigualdades em igualdades:

$$Z = 7 x + 2 y \to max$$$$\begin{cases} 3 x + 5 y - S_{1} = 20 \\ 3 x + y + S_{2} = 16 \\ - 2 x + y + S_{3} = 1 \\ x, y, S_{1}, S_{2}, S_{3} \geq 0 \end{cases}$$

Como não temos uma base, adicione uma variável artificial:

$$Z = 7 x + 2 y \to max$$$$\begin{cases} 3 x + 5 y - S_{1} + Y_{1} = 20 \\ 3 x + y + S_{2} = 16 \\ - 2 x + y + S_{3} = 1 \\ x, y, S_{1}, S_{2}, S_{3}, Y_{1} \geq 0 \end{cases}$$

Penalize a variável artificial na função objetivo:

$$Z = 7 x + 2 y - M Y_{1} \to max$$$$\begin{cases} 3 x + 5 y - S_{1} + Y_{1} = 20 \\ 3 x + y + S_{2} = 16 \\ - 2 x + y + S_{3} = 1 \\ x, y, S_{1}, S_{2}, S_{3}, Y_{1} \geq 0 \end{cases}$$

Escreva o quadro simplex:

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$Solução
$$$Z$$$$$$-7$$$$$$-2$$$$$$0$$$$$$0$$$$$$0$$$$$$M$$$$$$0$$$
$$$Y_{1}$$$$$$3$$$$$$5$$$$$$-1$$$$$$0$$$$$$0$$$$$$1$$$$$$20$$$
$$$S_{2}$$$$$$3$$$$$$1$$$$$$0$$$$$$1$$$$$$0$$$$$$0$$$$$$16$$$
$$$S_{3}$$$$$$-2$$$$$$1$$$$$$0$$$$$$0$$$$$$1$$$$$$0$$$$$$1$$$

Torne a linha Z consistente com o resto do quadro.

Subtraia a linha $$$2$$$ multiplicada por $$$M$$$ da linha $$$1$$$: $$$R_{1} = R_{1} - M R_{2}$$$.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$Solução
$$$Z$$$$$$- 3 M - 7$$$$$$- 5 M - 2$$$$$$M$$$$$$0$$$$$$0$$$$$$0$$$$$$- 20 M$$$
$$$Y_{1}$$$$$$3$$$$$$5$$$$$$-1$$$$$$0$$$$$$0$$$$$$1$$$$$$20$$$
$$$S_{2}$$$$$$3$$$$$$1$$$$$$0$$$$$$1$$$$$$0$$$$$$0$$$$$$16$$$
$$$S_{3}$$$$$$-2$$$$$$1$$$$$$0$$$$$$0$$$$$$1$$$$$$0$$$$$$1$$$

A variável de entrada é $$$y$$$, porque tem o coeficiente mais negativo $$$- 5 M - 2$$$ na linha Z.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$SoluçãoRatio
$$$Z$$$$$$- 3 M - 7$$$$$$- 5 M - 2$$$$$$M$$$$$$0$$$$$$0$$$$$$0$$$$$$- 20 M$$$
$$$Y_{1}$$$$$$3$$$$$$5$$$$$$-1$$$$$$0$$$$$$0$$$$$$1$$$$$$20$$$$$$\frac{20}{5} = 4$$$
$$$S_{2}$$$$$$3$$$$$$1$$$$$$0$$$$$$1$$$$$$0$$$$$$0$$$$$$16$$$$$$\frac{16}{1} = 16$$$
$$$S_{3}$$$$$$-2$$$$$$1$$$$$$0$$$$$$0$$$$$$1$$$$$$0$$$$$$1$$$$$$\frac{1}{1} = 1$$$

A variável que sai é $$$S_{3}$$$, porque tem a menor proporção.

Adicione a linha $$$4$$$ multiplicada por $$$5 M + 2$$$ à linha $$$1$$$: $$$R_{1} = R_{1} + \left(5 M + 2\right) R_{4}$$$.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$Solução
$$$Z$$$$$$- 13 M - 11$$$$$$0$$$$$$M$$$$$$0$$$$$$5 M + 2$$$$$$0$$$$$$2 - 15 M$$$
$$$Y_{1}$$$$$$3$$$$$$5$$$$$$-1$$$$$$0$$$$$$0$$$$$$1$$$$$$20$$$
$$$S_{2}$$$$$$3$$$$$$1$$$$$$0$$$$$$1$$$$$$0$$$$$$0$$$$$$16$$$
$$$y$$$$$$-2$$$$$$1$$$$$$0$$$$$$0$$$$$$1$$$$$$0$$$$$$1$$$

Subtraia a linha $$$4$$$ multiplicada por $$$5$$$ da linha $$$2$$$: $$$R_{2} = R_{2} - 5 R_{4}$$$.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$Solução
$$$Z$$$$$$- 13 M - 11$$$$$$0$$$$$$M$$$$$$0$$$$$$5 M + 2$$$$$$0$$$$$$2 - 15 M$$$
$$$Y_{1}$$$$$$13$$$$$$0$$$$$$-1$$$$$$0$$$$$$-5$$$$$$1$$$$$$15$$$
$$$S_{2}$$$$$$3$$$$$$1$$$$$$0$$$$$$1$$$$$$0$$$$$$0$$$$$$16$$$
$$$y$$$$$$-2$$$$$$1$$$$$$0$$$$$$0$$$$$$1$$$$$$0$$$$$$1$$$

Subtraia a linha $$$4$$$ da linha $$$3$$$: $$$R_{3} = R_{3} - R_{4}$$$.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$Solução
$$$Z$$$$$$- 13 M - 11$$$$$$0$$$$$$M$$$$$$0$$$$$$5 M + 2$$$$$$0$$$$$$2 - 15 M$$$
$$$Y_{1}$$$$$$13$$$$$$0$$$$$$-1$$$$$$0$$$$$$-5$$$$$$1$$$$$$15$$$
$$$S_{2}$$$$$$5$$$$$$0$$$$$$0$$$$$$1$$$$$$-1$$$$$$0$$$$$$15$$$
$$$y$$$$$$-2$$$$$$1$$$$$$0$$$$$$0$$$$$$1$$$$$$0$$$$$$1$$$

A variável de entrada é $$$x$$$, porque tem o coeficiente mais negativo $$$- 13 M - 11$$$ na linha Z.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$SoluçãoRatio
$$$Z$$$$$$- 13 M - 11$$$$$$0$$$$$$M$$$$$$0$$$$$$5 M + 2$$$$$$0$$$$$$2 - 15 M$$$
$$$Y_{1}$$$$$$13$$$$$$0$$$$$$-1$$$$$$0$$$$$$-5$$$$$$1$$$$$$15$$$$$$\frac{15}{13}$$$
$$$S_{2}$$$$$$5$$$$$$0$$$$$$0$$$$$$1$$$$$$-1$$$$$$0$$$$$$15$$$$$$\frac{15}{5} = 3$$$
$$$y$$$$$$-2$$$$$$1$$$$$$0$$$$$$0$$$$$$1$$$$$$0$$$$$$1$$$$$$\frac{1}{-2}$$$ (denominador negativo, ignore)

A variável que sai é $$$Y_{1}$$$, porque tem a menor proporção.

Divida a linha $$$1$$$ por $$$13$$$: $$$R_{1} = \frac{R_{1}}{13}$$$.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$Solução
$$$Z$$$$$$- 13 M - 11$$$$$$0$$$$$$M$$$$$$0$$$$$$5 M + 2$$$$$$0$$$$$$2 - 15 M$$$
$$$x$$$$$$1$$$$$$0$$$$$$- \frac{1}{13}$$$$$$0$$$$$$- \frac{5}{13}$$$$$$\frac{1}{13}$$$$$$\frac{15}{13}$$$
$$$S_{2}$$$$$$5$$$$$$0$$$$$$0$$$$$$1$$$$$$-1$$$$$$0$$$$$$15$$$
$$$y$$$$$$-2$$$$$$1$$$$$$0$$$$$$0$$$$$$1$$$$$$0$$$$$$1$$$

Adicione a linha $$$2$$$ multiplicada por $$$13 M + 11$$$ à linha $$$1$$$: $$$R_{1} = R_{1} + \left(13 M + 11\right) R_{2}$$$.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$Solução
$$$Z$$$$$$0$$$$$$0$$$$$$- \frac{11}{13}$$$$$$0$$$$$$- \frac{29}{13}$$$$$$M + \frac{11}{13}$$$$$$\frac{191}{13}$$$
$$$x$$$$$$1$$$$$$0$$$$$$- \frac{1}{13}$$$$$$0$$$$$$- \frac{5}{13}$$$$$$\frac{1}{13}$$$$$$\frac{15}{13}$$$
$$$S_{2}$$$$$$5$$$$$$0$$$$$$0$$$$$$1$$$$$$-1$$$$$$0$$$$$$15$$$
$$$y$$$$$$-2$$$$$$1$$$$$$0$$$$$$0$$$$$$1$$$$$$0$$$$$$1$$$

Subtraia a linha $$$2$$$ multiplicada por $$$5$$$ da linha $$$3$$$: $$$R_{3} = R_{3} - 5 R_{2}$$$.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$Solução
$$$Z$$$$$$0$$$$$$0$$$$$$- \frac{11}{13}$$$$$$0$$$$$$- \frac{29}{13}$$$$$$M + \frac{11}{13}$$$$$$\frac{191}{13}$$$
$$$x$$$$$$1$$$$$$0$$$$$$- \frac{1}{13}$$$$$$0$$$$$$- \frac{5}{13}$$$$$$\frac{1}{13}$$$$$$\frac{15}{13}$$$
$$$S_{2}$$$$$$0$$$$$$0$$$$$$\frac{5}{13}$$$$$$1$$$$$$\frac{12}{13}$$$$$$- \frac{5}{13}$$$$$$\frac{120}{13}$$$
$$$y$$$$$$-2$$$$$$1$$$$$$0$$$$$$0$$$$$$1$$$$$$0$$$$$$1$$$

Adicione a linha $$$2$$$ multiplicada por $$$2$$$ à linha $$$4$$$: $$$R_{4} = R_{4} + 2 R_{2}$$$.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$Solução
$$$Z$$$$$$0$$$$$$0$$$$$$- \frac{11}{13}$$$$$$0$$$$$$- \frac{29}{13}$$$$$$M + \frac{11}{13}$$$$$$\frac{191}{13}$$$
$$$x$$$$$$1$$$$$$0$$$$$$- \frac{1}{13}$$$$$$0$$$$$$- \frac{5}{13}$$$$$$\frac{1}{13}$$$$$$\frac{15}{13}$$$
$$$S_{2}$$$$$$0$$$$$$0$$$$$$\frac{5}{13}$$$$$$1$$$$$$\frac{12}{13}$$$$$$- \frac{5}{13}$$$$$$\frac{120}{13}$$$
$$$y$$$$$$0$$$$$$1$$$$$$- \frac{2}{13}$$$$$$0$$$$$$\frac{3}{13}$$$$$$\frac{2}{13}$$$$$$\frac{43}{13}$$$

A variável de entrada é $$$S_{3}$$$, porque tem o coeficiente mais negativo $$$- \frac{29}{13}$$$ na linha Z.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$SoluçãoRatio
$$$Z$$$$$$0$$$$$$0$$$$$$- \frac{11}{13}$$$$$$0$$$$$$- \frac{29}{13}$$$$$$M + \frac{11}{13}$$$$$$\frac{191}{13}$$$
$$$x$$$$$$1$$$$$$0$$$$$$- \frac{1}{13}$$$$$$0$$$$$$- \frac{5}{13}$$$$$$\frac{1}{13}$$$$$$\frac{15}{13}$$$$$$\frac{\frac{15}{13}}{- \frac{5}{13}}$$$ (denominador negativo, ignore)
$$$S_{2}$$$$$$0$$$$$$0$$$$$$\frac{5}{13}$$$$$$1$$$$$$\frac{12}{13}$$$$$$- \frac{5}{13}$$$$$$\frac{120}{13}$$$$$$\frac{\frac{120}{13}}{\frac{12}{13}} = 10$$$
$$$y$$$$$$0$$$$$$1$$$$$$- \frac{2}{13}$$$$$$0$$$$$$\frac{3}{13}$$$$$$\frac{2}{13}$$$$$$\frac{43}{13}$$$$$$\frac{\frac{43}{13}}{\frac{3}{13}} = \frac{43}{3}$$$

A variável que sai é $$$S_{2}$$$, porque tem a menor proporção.

Multiplique a linha $$$2$$$ por $$$\frac{13}{12}$$$: $$$R_{2} = \frac{13 R_{2}}{12}$$$.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$Solução
$$$Z$$$$$$0$$$$$$0$$$$$$- \frac{11}{13}$$$$$$0$$$$$$- \frac{29}{13}$$$$$$M + \frac{11}{13}$$$$$$\frac{191}{13}$$$
$$$x$$$$$$1$$$$$$0$$$$$$- \frac{1}{13}$$$$$$0$$$$$$- \frac{5}{13}$$$$$$\frac{1}{13}$$$$$$\frac{15}{13}$$$
$$$S_{3}$$$$$$0$$$$$$0$$$$$$\frac{5}{12}$$$$$$\frac{13}{12}$$$$$$1$$$$$$- \frac{5}{12}$$$$$$10$$$
$$$y$$$$$$0$$$$$$1$$$$$$- \frac{2}{13}$$$$$$0$$$$$$\frac{3}{13}$$$$$$\frac{2}{13}$$$$$$\frac{43}{13}$$$

Adicione a linha $$$3$$$ multiplicada por $$$\frac{29}{13}$$$ à linha $$$1$$$: $$$R_{1} = R_{1} + \frac{29 R_{3}}{13}$$$.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$Solução
$$$Z$$$$$$0$$$$$$0$$$$$$\frac{1}{12}$$$$$$\frac{29}{12}$$$$$$0$$$$$$M - \frac{1}{12}$$$$$$37$$$
$$$x$$$$$$1$$$$$$0$$$$$$- \frac{1}{13}$$$$$$0$$$$$$- \frac{5}{13}$$$$$$\frac{1}{13}$$$$$$\frac{15}{13}$$$
$$$S_{3}$$$$$$0$$$$$$0$$$$$$\frac{5}{12}$$$$$$\frac{13}{12}$$$$$$1$$$$$$- \frac{5}{12}$$$$$$10$$$
$$$y$$$$$$0$$$$$$1$$$$$$- \frac{2}{13}$$$$$$0$$$$$$\frac{3}{13}$$$$$$\frac{2}{13}$$$$$$\frac{43}{13}$$$

Adicione a linha $$$3$$$ multiplicada por $$$\frac{5}{13}$$$ à linha $$$2$$$: $$$R_{2} = R_{2} + \frac{5 R_{3}}{13}$$$.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$Solução
$$$Z$$$$$$0$$$$$$0$$$$$$\frac{1}{12}$$$$$$\frac{29}{12}$$$$$$0$$$$$$M - \frac{1}{12}$$$$$$37$$$
$$$x$$$$$$1$$$$$$0$$$$$$\frac{1}{12}$$$$$$\frac{5}{12}$$$$$$0$$$$$$- \frac{1}{12}$$$$$$5$$$
$$$S_{3}$$$$$$0$$$$$$0$$$$$$\frac{5}{12}$$$$$$\frac{13}{12}$$$$$$1$$$$$$- \frac{5}{12}$$$$$$10$$$
$$$y$$$$$$0$$$$$$1$$$$$$- \frac{2}{13}$$$$$$0$$$$$$\frac{3}{13}$$$$$$\frac{2}{13}$$$$$$\frac{43}{13}$$$

Subtraia a linha $$$3$$$ multiplicada por $$$\frac{3}{13}$$$ da linha $$$4$$$: $$$R_{4} = R_{4} - \frac{3 R_{3}}{13}$$$.

Basic$$$x$$$$$$y$$$$$$S_{1}$$$$$$S_{2}$$$$$$S_{3}$$$$$$Y_{1}$$$Solução
$$$Z$$$$$$0$$$$$$0$$$$$$\frac{1}{12}$$$$$$\frac{29}{12}$$$$$$0$$$$$$M - \frac{1}{12}$$$$$$37$$$
$$$x$$$$$$1$$$$$$0$$$$$$\frac{1}{12}$$$$$$\frac{5}{12}$$$$$$0$$$$$$- \frac{1}{12}$$$$$$5$$$
$$$S_{3}$$$$$$0$$$$$$0$$$$$$\frac{5}{12}$$$$$$\frac{13}{12}$$$$$$1$$$$$$- \frac{5}{12}$$$$$$10$$$
$$$y$$$$$$0$$$$$$1$$$$$$- \frac{1}{4}$$$$$$- \frac{1}{4}$$$$$$0$$$$$$\frac{1}{4}$$$$$$1$$$

Nenhum dos coeficientes da linha Z é negativo.

O ótimo é alcançado.

A seguinte solução é obtida: $$$\left(x, y, S_{1}, S_{2}, S_{3}, Y_{1}\right) = \left(5, 1, 0, 0, 10, 0\right)$$$.

Responder

$$$Z = 37$$$A é alcançado em $$$\left(x, y\right) = \left(5, 1\right)$$$A.