In: Statistics and Probability
Use this mini-case to answer the following question(s). (Total
marks = 100)
The Delux Nut Company produces a deluxe mix of almonds, cashews,
peanuts and walnuts. The deluxe mix must contain at least 10% of
each kind of nut. At least half of the mix must consist of almonds
and cashews and it can contain at most 20% peanuts.
The company also produces a companion mix of cashews, walnuts and
raisins. This mix must contain at least 10% cashews, at least 30%
walnuts, and between 20 and 40% raisins. Raisins are available in
unlimited supply at a purchasing cost of R3,60 per kilogram. The
quantities of nuts available and the purchasing costs in rand per
kilogram are as follows:
Nut | Purchasing costs in rand | Kilogram available |
Almonds Cashews Peanuts Walnuts |
12,00 10,60 2,80 8,40 |
400 200 600 300 |
Both mixes are sold in 100 g packages. The company must produce
at least 4 000 packages of the deluxe mix and at least 5 000
packages of the companion mix.
(a) Formulate an LP model for this problem.
(b) Solve the LP using SOLVER (NB: Please use
solver for me and not LINGO)
(c) Write down the optimal purchasing plan and the associated
purchasing costs.
Use only the initial printout of the optimal solution to
answer the following questions. (This means that you may not change
the relevant parameters in the model and do re-runs.) Explain how
you arrive at your answers.
(d) The suppliers inform the company that the availability of
almonds has been reduced to 200 kg and that of peanuts to 100 kg.
How will this influence the optimal plan and purchasing costs? Give
reasons for your answer.
(e) An extra 50 kg of walnuts can be bought at R11,00 per kg. Would
you make use of this offer? Give reasons for your answer.
(f) Assume that the optimal plan is obtained from the original
available quantities of nuts. The company now decides that it must
produce at least 4 500 packages of the deluxe mix. Will the total
purchasing costs be influenced? Give reasons for your answer.
(g) The supplier of peanuts announces a 40% increase in price. What
will the effect of this be? Give reasons for your answer.
Given that
The Delux Nut Company produces a deluxe mix of almonds, cashews, peanuts and walnuts. The deluxe mix must contain at least 10% of each kind of nut. At least half of the mix must consist of almonds and cashews and it can contain at most 20% peanuts.
a.
In each pack of deluxe mix, let the amount of almond be xa, cashew be xc and so on in grams
In each pack of companion mix, let the amount of almond be ya, cashew be yc and so on in grams
So, ya=0, yp=0 and xr=0.
Let packages of deluxe mix be d and companion mix be c
Min Total cost : Cost of almond + Cost of Cashews + .. + Cost of Raisins
Cost z = 0.001*{1200*(d*xa) + 1060*(d*xc+c*yc)+280*(d*xp) + 840*(d*xw+c*yw) + 360*(yr)}, 0.001 factor is to convert grams to kilograms
Constraints :
Deluxe mix:
xa,xc,xp,xw>=10, at least 10% of each
xa+xc>=50, al least half of almonds and cashews
xp<=20, at most 20% of peanuts
xa+xc+xp+xw=100
Companion mix:
yc>=10, at least 10% of cashews
yw>=30, at least 30% of walnuts
20<=yr<=40, between 20 and 40% of raisins
yc+yw+yr=100
Amount of packs:
d>=4000, at least 4000 packs of deluxe
c>=5000, at least 5000 packs of companion mix
Amount of nuts:
d*xa<=400000
d*xc+c*yc<=200000
d*xp<=600000
d*xw+c*yw<=300000
b.
Solving the LP we get,
c.
The optimal cost and purchasing plan is marked in green.
d.
If almonds available is 200 kg and peanuts is 100kg then optimal plan is: