|Register to reply||
Linear Algebra: Non Linear Systems Of Differential Equations
|Share this thread:|
Apr17-11, 04:25 PM
1. The problem statement, all variables and given/known data
We are working on homework for a population model affected by an endemic disease (smallpox). There are 3 types of individuals in the population, S (susceptible), I (infected), and R (recovered).
2. Relevant equations
The total population N = S+ I + R. The three differential equations we are given are:
rN(1-N) represents the standard growth rate of the population, with r being the maximum relative growth rate (all newborns are assumed to be susceptible).
amI represents the additional death rate from the disease, with m the fraction of disease victims who die and a the ratio of the average lifespan of the population to the duration of the illness.
abSI represents the rate at which susceptibles become infected, with b measuring the average number of susceptibles who get infected by each infective.
3. The attempt at a solution
The first question we were asked to answer was to compute the Jacobian of the system, which I have done (hopefully correctly ):
The second question is to find the critical point that corresponds to the entire population dying, and this is where I get hung up on these kinds of questions. Once I figure out what the values should be, it's rather simple to compare the resulting characteristic polynomial to the Rauth-Hurwitz criteria to check stability, but figuring out what the values should be is what gets me.
What I've decided so far is that rN(1-N), the standard growth rate, and amI, the additional death rate to the disease should be zero, since the population is not growing and neither is the death rate since everyone is dead. Not sure if that's the correct assumption here.
Also, abSI, the rate at which susceptibles are being infected would be 1 I'm guessing, or 100% since everyone is getting infected and dying.
I'm wondering if that is the correct tack, or if I should be looking at the values in the the Jacobian like r, a, m, and b and trying to decide what those should be instead, since it's those values that I have to use to determine what the Jacobian comes out as and then use that to get the characteristic polynomial.
After a little more noodling on the problem, I was thinking that I should be looking at r, a, m, and b instead. What I've come up with so far is that:
r = max relative growth rate = 0 (no growth rate since everyone died)
a = ratio of avg lifespan / duration of illness = ? (avg lifespan is 0 since everyone eventually dies from the illness dies?)
m = fraction of disease victims who die = 1 (since everyone dies)
b = ? (not sure if it matters since b is always dependent on a, which I can't decide on a value for yet).
Any insight that can be offered would be great, thanks.
|Register to reply|
|Linear Systems and Linear Differential Equations||General Math||1|
|Linear Systems (differential equations)||Calculus & Beyond Homework||4|
|Linear Algebra and systems of linear equations problem||Calculus & Beyond Homework||1|
|Abstract algebra: systems of differential linear equations||Calculus & Beyond Homework||2|
|Using Linear Algebra to solve systems of non-linear equations||Calculus||9|