In: Statistics and Probability
Part 1. A company is considering promoting its products using three media: Television, Newspaper, and Radio.
Television: cost per ad: $3500, max ads per month 100, public reached per ad 5,000
Newspaper: cost per ad: $1000, max ads per month 30, public reached per ad 1,000
Radio: cost per ad: $150, max ads per month 100, public reached per ad 500
Budget: $150,000; do not use more than $100,000 in one medium.
What is the media plan to maximize public reached?
The resulting linear model for this problem is given below.
Variables: T in ads, N in ads, R in ads
Max 5000*T + 1000*N + 500*R
S.T.:
Budget 3500*T + 1000*N + 150*R <= 150000
Budget T 3500*T <= 100000
Budget N 1000*N <= 100000
Budget R 150*R <= 100000
Television T <= 100
Newspaper N <= 30
Radio R <= 100
N-N T, N, R >= 0 AND INTEGER
Run Excel Solver and generate the Answer Report.
What is the optimal solution?
T=
N=
R=
What is the total public reached?
Part 2. Assume the budget is $200,000 instead of $150,000 and the TV cost per ad is $3,000 per ad instead of $3,500 per ad. With the new parameters, run Excel Solver and generate the Answer Report. What is the new optimal solution?
T=
N=
R=
What is the total public reached?
part 1)
Let T,N,R be the number of ads in Television, News paper and radio respectively
The total public reached using T,N,R ads is
We want to maximize this and hence this is the objective function.
The constraints are
Budget: $150,000; The total budget needed to air T,N,R ads needs to be less than 150000
do not use more than $100,000 in one medium.
Max ads per month
The LP model is
maximize
s.t constraints
Prepare the following sheet
get this
set up the solver, using data--->solver
click "Solve"
In the next dialogue box, highlight "Answer" and click ok, to get the answer report
get this
get this answer report
ans: the optimal solution is
Media | Number of Ads |
Television (T) | 28 |
Newspaper (N) | 30 |
Radio ( R ) | 100 |
The total public reached is 220,000
part 2) Assume the budget is $200,000 instead of $150,000 and the TV cost per ad is $3,000 per ad instead of $3,500 per ad.
make these changes in the sheet
Run the solver using (no changes here)
click "Solve"
In the next dialogue box, highlight "Answer" and click ok, to get the answer report
get this
Get this answer report
ans:
the new optimal solution is
Media | Number of Ads |
Television (T) | 33 |
Newspaper (N) | 30 |
Radio ( R ) | 100 |
The total public reached is 245,000