Math Problem Statement
Write the basic feasible solution from the tableau given.
x1
x2
s1
s2
z
1
3
2
0
0
2
0
−1
1
1
0
12
0
−4
2
0
1
14
x1 =
x2 =
s1 =
s2 =
z =
Indicate which variables are basic and which are nonbasic.
x2 and s1
are basic, and
x1 and s2
are nonbasic.
x1 and s2
are basic, and
x2 and s1
are nonbasic.
x1 and x2
are basic, and
s1 and s2
are nonbasic.
s1 and s2
are basic, and
x1 and x2
are nonbasic.
Solution
To determine the basic feasible solution from the given tableau, we need to identify the variables that correspond to identity matrix columns (basic variables) and those that don’t (nonbasic variables).
Here is the tableau given:
Basis | RHS | ||||
---|---|---|---|---|---|
1 | 3 | 2 | 0 | 0 | |
0 | -1 | 1 | 1 | 12 | |
0 | -4 | 2 | 0 | 14 |
Step 1: Identify Basic and Nonbasic Variables
In a basic feasible solution:
- Basic variables have their columns form part of an identity matrix (with a "1" in one row and "0"s elsewhere).
- Nonbasic variables will be set to zero in the solution.
Analyzing the Tableau:
From the tableau:
- and each have a column that closely resembles part of an identity matrix, meaning they are basic variables.
- and do not have columns that resemble part of the identity matrix, making them nonbasic variables.
Therefore:
- Basic variables: and
- Nonbasic variables: and
Conclusion
The answer is:
and are basic, and and are nonbasic.
Would you like to know more details or have any questions?
- How to find the basic feasible solution from a simplex tableau?
- Why are nonbasic variables set to zero in a basic feasible solution?
- What does the identity matrix represent in a simplex tableau?
- How to interpret the right-hand side values in this tableau?
- What role do slack variables play in the simplex method?
Tip: In the simplex method, the basic variables are typically those that can represent constraints in the feasible region, forming a solution that satisfies all constraints.
Ask a new question for Free
By Image
Drop file here or Click Here to upload
Math Problem Analysis
Mathematical Concepts
Linear Programming
Simplex Method
Tableau Method
Basic Feasible Solution
Formulas
Tableau-based solution identification
Basic feasible solution determination
Theorems
Fundamental theorem of linear programming
Suitable Grade Level
Grades 11-12