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Algorithms, Part II Linear Programming Exercise

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Feedback — Linear Programming

You submitted this quiz on Wed 1 May 2013 1:51 PM PDT -0700. You got a score of 2.80 out of 3.00. You can attempt again, if you’d like.

To specify an array or sequence of values in an answer, you must separate the values by a single space character (with no punctuation and with no leading or trailing whitespace). For example, if the question asks for the first ten powers of two (starting at 1), the only accepted answer is:

1 2 4 8 16 32 64 128 256 512

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Question 1

(seed = 735654)
Which of the following constraints can be modeled using linear programming?
Your Answer Score Explanation
x1 - 2x2 - 3x3 - 4x4 <= 10.
0.20
x1 - 2x2 - 3x3 - 4x4 <= -10.
0.20
x1, x2, x3, x4 are either 0 or 1
0.20
x1, x2, x3, x4 are unconstrained
0.00
x1 + 1/2 x2 + 1/3 x3 + 1/4 x4 <= 10.
0.20
Total 0.80 / 1.00
Question Explanation

Question 2

(seed = 42623)
Consider the following linear programming simplex tableaux with 3 equations and 8 variables:

    maximize Z
     - 10/3 x0  +    2 x1  +    1 x2                                   +  1/4 x6  -  3/5 x7    -  Z    = -210
    ---------------------------------------------------------------------------------------------------------
     -    1 x0  -  5/2 x1  - 10/3 x2             +    1 x4             +  7/5 x6  +  9/5 x7            =    6
     +  9/2 x0  -   10 x1  -  4/3 x2                        +    1 x5  +    8 x6  +    4 x7            =   54
     -    1 x0  +    1 x1  -    1 x2  +    1 x3                        -   10 x6  +    3 x7            =   54
            x0  ,      x1  ,      x2  ,      x3  ,      x4  ,      x5  ,      x6  ,      x7           >=    0


Which variable could be the next to *enter* the basis? Check all that apply.
Your Answer Score Explanation
x0
0.12
x1
0.12
x2
0.12
x3
0.12
x4
0.12
x5
0.12
x6
0.12
x7
0.12
Total 1.00 / 1.00
Question Explanation

The basis is { x4, x5, x3 }.
The nonbasic variables are { x0, x1, x2, x6, x7 }.
The entering variables are those nonbasic variables with a positive objective function coefficient.

Question 3

(seed = 522611)
Consider the following linear programming simplex tableaux with 5 equations and 9 variables:

    maximize Z
                           -  3/4 x2  +  9/5 x3             -  9/5 x5             -  3/2 x7               -  Z    = -246
    --------------------------------------------------------------------------------------------------------------------
                           -  7/5 x2  -  1/4 x3             -    3 x5             +    2 x7  +    1 x8            =   42
                           +  1/5 x2  +    2 x3  +    1 x4  -  9/5 x5             -  2/5 x7                       =   18
     +    1 x0             -  1/3 x2  +  9/4 x3             +  2/5 x5             +   10 x7                       =    6
                +    1 x1  -    1 x2  -  4/5 x3             -  7/3 x5             +    6 x7                       =   30
                           +    5 x2  +    4 x3             +  7/2 x5  +    1 x6  -  5/2 x7                       =   30
            x0  ,      x1  ,      x2  ,      x3  ,      x4  ,      x5  ,      x6  ,      x7  ,      x8           >=    0


Suppose that variable x3 is the variable chosen to enter the basis.
Which variable could be the next to *leave* the basis? Check all that apply.
Your Answer Score Explanation
x0
0.11
x1
0.11
x2
0.11
x3
0.11
x4
0.11
x5
0.11
x6
0.11
x7
0.11
x8
0.11
Total 1.00 / 1.00
Question Explanation

The basis is { x8, x4, x0, x1, x6 }.
The nonbasic variables are { x2, x3, x5, x7 }.
The entering variable is x3.
The min ratio test determines the leaving variable: min ratio = { *, 9, 8/3, *, 15/2 } = 8/3.
The minimum occurs in row 2, which corresponds to basic variable x0.
The leaving variables is x0.


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