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Mathematical programming (simplex method)

  1. Apr 7, 2010 #1
    1. The problem statement, all variables and given/known data
    This question is about simplex method

    A full time staff works seven hrs which includes an hour break in the middle (he is paid for his break). A part time staff works four hrs. The no of staff needed is shown below

    Time No of staff needed
    9-10am 6
    10-11am 5
    11-12noon 7
    12noon-1p.m 8
    1-2pm 8
    2-3pm 7
    3-4pm 5
    4-5pm 6
    At least 4 full time staff must be hired. The full time staff cost 12pounds per hr whilst a part time staff cost 7pounds per hr. Build a linear programming model that minimize the total cost.

    3. The attempt at a solution

    Let t=1 be the time at 9 to 10a.m
    t=2 be the time at 10 to 11a.m
    ...
    t=8 be the time at 4 to 5p.m.

    let xt = no of part time staff in time t
    yt = no of full time staff in time t
    We need to minimize 7.5(x1 + ... + x8) + 12(y1 + ... + x8)

    Subject to xt >= 0, yt>=0
    Constraints : 7y1 + 4x1>= 6
    7y2 + 4x2>= 5
    7y3 + 4x3>= 7
    7y4 + 4x4>= 8
    7y5 + 4x5>= 8
    7y6 + 4x6>= 7
    7y7 + 4x7>= 5
    7y8 + 4x8>= 6

    My problem is to find the constraint for this question as I do not know how to write the constraint for (at least 4 full time staff is needed and the one hour lunch break) As you can see, the constraint I make is incomplete. It would be grateful if someone could tell me how to write the constraint.

    Thanks a lot!
    1. The problem statement, all variables and given/known data



    2. Relevant equations



    3. The attempt at a solution
     
  2. jcsd
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