Talk:Population dynamics

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refined model analysis

Based off one of my courses, I made a quick analysis of the refined model in terms of convergence and equilibrium. The theorems used are [citation needed] though since they're directly taken from said course's notes (and I only have references for the whole course). Plus I'm not sure the vocabulary is correct in English (translated from french). Please correct it if necessary.

Here goes:

Let's rename the variables for easier notation. x1 will be M(t) and x2 will be W(t). We can generalize the system as follows:

Population analysis, equation 1.png

Where a_ij is the contribution of population j to population i (so a12 is the effect witches have on magical girls, etc)

We can write this system using matrix notation:

Population dynamics, matrix notation.png

Where A and C are matrices containing the coefficients. To be exact, let A be

Population dynamics matrix A.png

And let C be

File:Population dynamics matrix C.png

The matrix C is constant and hence does not influence the results on stability/equilibrium.

We can prove that (first citation needed), it A's determinant is different than zero, then the only equilibrium for both M(t) and W(t) is when M(0) = 0 and W(0) = 0. (see observations on the page). The determinant of the matrix A is

Dynamics matrix5.png

Let us now discuss the stability, and other equilibria when det A yelds zero (i.e. B=K or D=-B)

TODO. I'll add it but my brain just melt due to overheating. Haven't finished one of the cases and haven't checked that the results are coherent