Successive matrix multiplication

[sara_87]

On a given day of a flu epidemic, a given percentage Y of the population is ill and (1-Y) is healthy. The probability of remaining healthy on the next day is a, and that of remaining sick is B. The question is, what percentage will be ill after a given number of days as a function of B,a and Y.

Write down the problem as a matrix multiplication of the vector of healthy and ill people. Define a MATLAB function that gives the percentage of ill people after n days for arbitrary B a,and Y.

any hints will be appreciated v much
thank you

 

[LeBrad]

On a given day of a flu epidemic, a given percentage Y of the population is ill and (1-Y) is healthy. The probability of remaining healthy on the next day is a, and that of remaining sick is B. The question is, what percentage will be ill after a given number of days as a function of B,a and Y.

Write down the problem as a matrix multiplication of the vector of healthy and ill people. Define a MATLAB function that gives the percentage of ill people after n days for arbitrary B a,and Y.

any hints will be appreciated v much
thank you

# healthy people = # people staying healthy + # new healthy people

The odds of staying healthy are a, so
# people staying healthy = a * # healthy people

New healthy people are sick people who did not stay sick. The odds of staying sick are B, so the odds of NOT remaining sick, i.e. new healthy people is (1-B), so
# new healthy people = (1-B) * # sick people

So if Y is the number of healthy people and X is the number of sick people at a given time,
Y[n+1] = a*Y[n] + (1-B)*X[n]

Write down a similar equation for X[n+1]. Do you see how this can be written as a matrix-vector product?

 

[sara_87]

would the equation for X[n+1] be:
X[n+1]=B*X[n]+(1-B)*X[n]

i understood everything you did but I'm struggling to write it as a matrix vector product.
would it be something like:
(X,Y)=(somthing with a)+(something with b)
?
thank you

 

[LeBrad]

You want to write

$$\begin{bmatrix} A_{11} & A_{12} \\ A_{21} & A_{22} \end{bmatrix} \begin{bmatrix} X_n \\ Y_n \end{bmatrix} = \begin{bmatrix} X_{n+1} \\ Y_{n+1} \end{bmatrix}$$

Multiplying this out gives

$$\begin{array}{c} X_{n+1} \\ Y_{n+1} \end{array} = \begin{array}{cc} A_{11}X[n] + A_{12}Y[n] \\ A_{21}X[n] + A_{22}Y[n] \end{array}$$

so find the coefficients for the A matrix that make this match your equations.

 

[sara_87]

oh ok so A(21) would be=(1-B)
and A(22) would be=a
is that right?
and how do i find A(11) and A(12) because I'm not so convinced about my equation for X[n+1]??