Math Problem Statement
Find the solutions that can be read from the simplex tableau given below. x 1 x 2 x 3 s 1 s 2 s 3 z 2 0 10 2 0 0 0 50 0 3 0 5 0 0 0 15 0 0 0 0 2 22 0 8 negative 3 0 0 8 0 8 2 26
Solution
The matrix you've provided appears to represent a Simplex tableau, which is used to solve linear programming problems in the simplex method. To extract the solutions from the tableau, we need to interpret the values in the matrix, identify the basic variables (the variables corresponding to the columns with non-zero values in the last row), and determine the values of these variables.
Here’s how the tableau looks:
x₁ | x₂ | x₃ | s₁ | s₂ | s₃ | z |
---|---|---|---|---|---|---|
2 | 0 | 10 | 2 | 0 | 0 | 0 |
0 | 3 | 0 | 5 | 0 | 0 | 0 |
0 | 0 | 0 | 2 | 22 | 0 | -3 |
0 | 0 | 8 | 2 | 26 | 0 | 8 |
Step-by-step solution:
-
Identify the basic variables: The basic variables correspond to the columns with non-zero entries in the last row (z-row). These are typically the variables that are not slack variables (s₁, s₂, or s₃), and are part of the solution to the problem.
-
Check the current solution: The last row typically provides the coefficients for the objective function, and the right-hand side provides the current values of the variables.
Step 1: Identify non-zero entries in the z-row
Looking at the last row (the z-row):
- x₁: 0
- x₂: 0
- x₃: 8
- s₁: 2
- s₂: 26
- s₃: 8
- z: 2
The non-zero entries are associated with the basic variables x₃ and s₂ (the entries under these columns have non-zero values in the tableau).
Step 2: Read the current solution from the tableau
The solution values for the basic variables correspond to the numbers in the rightmost column.
- For x₃, the value is 8.
- For s₂, the value is 26.
Step 3: Check the non-basic variables
The non-basic variables, such as x₁, x₂, and s₁, currently have a value of 0 since their corresponding columns in the tableau have only zeros in the entries for the basic variables.
Thus, the solution to the system represented by this Simplex tableau is:
- x₁ = 0
- x₂ = 0
- x₃ = 8
- s₁ = 0
- s₂ = 26
- s₃ = 0
- z = 2
Conclusion:
The optimal solution is:
- x₁ = 0
- x₂ = 0
- x₃ = 8
- s₁ = 0
- s₂ = 26
- s₃ = 0
- z = 2
Would you like to explore more details about the simplex method or the interpretation of this tableau? Here are some follow-up questions:
- How do you perform pivoting in the Simplex method?
- What is the significance of slack variables in a linear programming problem?
- Can the current solution be improved by further iterations of the simplex method?
- What is the role of the objective row (z-row) in a simplex tableau?
- How do you interpret the values of the variables in the final tableau of the Simplex method?
Tip: When solving problems using the Simplex method, always check for the presence of negative values in the objective row. A negative value indicates that the solution can still be improved, and you may need to continue with more iterations.
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Math Problem Analysis
Mathematical Concepts
Linear Programming
Simplex Method
Optimization
Formulas
Simplex Tableau
Simplex Pivoting
Theorems
Simplex Method Theorem
Suitable Grade Level
Grades 11-12