Math Problem Statement

Determine the pivot element in the simplex tableau. (If there is more than one correct pivot element, choose the element with the smaller row number.)

x1 x2 s1 s2 s3 z 2 1 1 0 0 0 7 3 4 0 1 0 0 8 2 5 0 0 1 0 10 −5 −8 0 0 0 1 0

Solution

To determine the pivot element in the simplex tableau, follow these steps:

Step 1: Identify the entering variable.

The entering variable corresponds to the most negative coefficient in the zz-row (the last row of the tableau). This coefficient is the one that maximizes the increase in zz when it becomes positive.

In this tableau, the zz-row is: 5,8,0,0,0,1-5, -8, 0, 0, 0, 1 The most negative value is 8-8, which corresponds to x2x_2. Thus, x2x_2 will enter the basis.

Step 2: Identify the departing variable (determine the pivot row).

To identify the pivot row, divide each entry in the right-hand side (RHS) column by the corresponding positive entry in the x2x_2 column. This calculation is done for rows with positive entries in the x2x_2 column only.

The right-hand side column is: 7,8,107, 8, 10 and the entries in the x2x_2 column are: 1,4,51, 4, 5

Calculating the ratios:

  • Row 1: 71=7\frac{7}{1} = 7
  • Row 2: 84=2\frac{8}{4} = 2
  • Row 3: 105=2\frac{10}{5} = 2

The smallest ratio is 2, and it occurs in both Row 2 and Row 3. According to the problem's instructions, we choose the row with the smaller row number, which is Row 2.

Step 3: Determine the pivot element.

The pivot element is in Row 2 and corresponds to x2x_2 in the second column. Therefore, the pivot element is:

44

Answer:

The pivot element is 4 in Row 2, Column 2.


Would you like a further breakdown of these steps, or have additional questions?

Related Questions

  1. How do you choose the entering variable in a simplex tableau?
  2. What happens if two or more ratios are the same when determining the pivot row?
  3. How does pivoting affect the simplex tableau in the next iteration?
  4. What if there are no positive entries in a column when determining the departing variable?
  5. How do we handle degeneracy in the simplex method?

Tip

In simplex tableau, always remember to check the entire zz-row to confirm the most negative value before choosing the entering variable.

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Math Problem Analysis

Mathematical Concepts

Linear Programming
Simplex Method
Pivot Element Selection

Formulas

Identify the entering variable as the most negative value in the z-row.
Calculate pivot row using min(RHS entry / positive pivot column entry) ratio.

Theorems

Simplex Method

Suitable Grade Level

College Level