Commit ef5c92c1 authored by Ludovic Mailleret's avatar Ludovic Mailleret
Browse files

update RMA notebook

parent 3638a572
%% Cell type:markdown id: tags:
 
# Notebook d'aide/correction pour la séance EPU MAM4 Biomaths (suite 3)
 
*séance du 22/03/2021*
*séance du 21/03/2022*
 
*Ludovic Mailleret, Mars 2021*
*Ludovic Mailleret, Mars 2022*
 
## Populations en interaction : le modèle proies-prédateurs de Lotka et Volterra
 
### Dynamiques et plan de phase
 
Nous considérons le modèle de dynamique de populations (classique) de Lotka et Volterra
 
$$
\left\{\begin{array}{l}
\dot x = rx - c xy\\
\dot y = bxy - m y
\end{array}\right.
$$
 
Il n'y a pas de difficulté particulière à la simulation par rapport au modèle de la tordeuxe du bourgeon de l'épinette avec population d'oiseaux variables.
 
%% Cell type:code id: tags:
 
``` python
# on nettoie l'espace de travail et on reload les modules
%reset -f
 
import numpy as np
import matplotlib.pyplot as plt
from scipy.integrate import odeint
 
 
# script de simulation
# densités initiales des populations
x0 = 1
y0 = 2.5
 
# encapsulation de la densité initiale
etat0_LV = np.array([x0, y0])
 
# définition d'un vecteur tspan pour tracer E_varie()
t_0 = 0 # temps initial
t_fin = 30.0 # temps final, ici on prend un temps final long pour observer les dynamiques lentes
pas_t = 0.01 # pas de temps de récupération des variables entre t_0 et t_fin
 
# définition du tspan
tspan = np.arange(t_0, t_fin, pas_t)
 
# paramètres du modèle
r = 1.0
c = 1.0
b = 1.0
m = 1.0
 
# encapsulation des paramètres dans un array
params_LV = np.array([r, c, b, m])
 
 
# définition du modèle de Lotka Volterra
def modele_LV(etat, t, params):
x, y = etat # recupere les variables d'etat
r, c, b, m = params # recupere les parametres
etatdot = [r*x - c*x*y, # dot x
b*x*y - m*y] # dot y
return etatdot # renvoie la derivee
 
 
# simulation proprement dite
int_LV = odeint(modele_LV, etat0_LV, tspan, args=(params_LV,), hmax=pas_t)
```
 
%% Cell type:markdown id: tags:
 
A priori, tout est OK:
 
%% Cell type:code id: tags:
 
``` python
int_LV
```
 
%%%% Output: execute_result
 
array([[1. , 2.5 ],
[0.98511256, 2.4998135 ],
[0.97045034, 2.4992576 ],
...,
[0.30945175, 0.61472634],
[0.31065286, 0.61049964],
[0.31187176, 0.60630933]])
 
%% Cell type:markdown id: tags:
 
Nous pouvons passer à la représentation graphique, d'abord en fonction du temps:
 
%% Cell type:code id: tags:
 
``` python
# création d'une figure, et d'un système d'axe
fig1, ax1 = plt.subplots(1, 1, figsize=(14, 8))
 
# titre de la figure
fig1.suptitle("Dynamiques Proies - Prédateurs\n modèle de Lotka Volterra", va='top', fontsize='18')
 
# tracé de x et y contre le temps
ax1.plot(tspan, int_LV[:, 0], color = 'C0', label = "proies $x$")
ax1.plot(tspan, int_LV[:, 1], color = 'C1', label = "prédateurs $y$")
 
# labellisation des axes
ax1.set_xlabel('temps', fontsize='16')
ax1.set_ylabel('densités de populations', fontsize='16')
 
# légende
ax1.legend(fontsize='14')
 
# modification éventuelle des bornes des axes
ax1.set_ylim(bottom=None, top=None)
 
# ajout d'une grille
ax1.grid()
```
 
%%%% Output: display_data
 
![](data:image/png;base64,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)
 
%% Cell type:markdown id: tags:
 
Il est intéressant aussi de représenter les trajectoires dans l'espace d'état $(x,y)$, en combinaison avec une analyse qualitative du plan de phase (isoclines nulles, équilibres), une représentation du champs de vecteurs et de quelques morceaux de trajectoires sur le plan.
 
Commençons par calculer les isoclines nulles et les équilibres.
 
%% Cell type:code id: tags:
 
``` python
# array annexes pour le calcul et la représentation des isoclines nulles
xplot = np.arange(0, 3, .1)
yplot = np.arange(0, 3, .1)
 
# isoclines nulles de xdot
null_x_x = np.zeros_like(yplot) # x = 0 isocline nulle de xdot
null_x_y = np.ones_like(xplot)*(r/c) # y = r/c isocline nulle de xdot
 
# isoclines nulles de ydot
null_y_y = np.zeros_like(xplot) # y = 0 isocline nulle de ydot
null_y_x = np.ones_like(yplot)*(m/b) # x = m/b isocline nulle de ydot
 
# équilibres
eq_extinct = [0, 0]
eq_coex = [r/c, m/b]
```
 
%% Cell type:markdown id: tags:
 
Puis on commence à tracer le plan de phase:
 
%% Cell type:code id: tags:
 
``` python
# création d'une figure, et d'un système d'axe
fig2, ax2 = plt.subplots(1, 1, figsize=(14, 8))
 
# titre de la figure
fig2.suptitle("Dynamiques Proies - Prédateurs\n modèle de Lotka Volterra", va='top', fontsize='18')
 
# tracé des isoclines nulles, des équilibres, et de la trajectoire simulée
# isoclines nulles de x
ax2.plot(null_x_x, yplot, color = 'C2')
ax2.plot(xplot, null_x_y, color = 'C2', label = "isoclines nulles de $\dot x$")
# isoclines nulles de y
ax2.plot(xplot, null_y_y, color = 'C1')
ax2.plot(null_y_x, yplot, color = 'C1', label = "isoclines nulles de $\dot y$")
 
# équilibres
ax2.plot(eq_extinct[0], eq_extinct[1], marker ='.', color = 'C3', markersize = 16)
ax2.plot(eq_coex[0], eq_coex[1], marker ='.', color = 'C0', markersize = 16)
# trajectoires
ax2.plot(int_LV[:, 0], int_LV[:, 1], color = 'C0', linewidth = 3, label = "trajectoire")
 
# labellisation des axes
ax2.set_xlabel('Proies $x$', fontsize='16')
ax2.set_ylabel('Prédateurs $y$', fontsize='16')
 
# légende
ax2.legend(fontsize='14', loc = "upper right")
 
# modification éventuelle des bornes des axes
ax2.set_ylim(bottom=-.1, top=None)
ax2.set_xlim(left=-.1, right=None);
```
 
%%%% Output: display_data
 
![](data:image/png;base64,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)
 
%% Cell type:markdown id: tags:
 
Il est intéressant (et joli) de surimposer sur cette figure une représentation du champs de vecteur et quelques idées de trajectoire.
 
Pour cela il nous faut définir une grille de valeurs dans le plan $(x,y)$ et utiliser la méthode `quiver()` des systèmes d'axes (champs de vecteurs) et la méthode `streamplot()` (échantillons de trajectoires).
 
La définition de la grille se fait par la fonction `meshgrid()` de `numpy` sur la base d'`array` définissant l'amplitude et le pas des variations de $x$ et $y$.
 
%% Cell type:code id: tags:
 
``` python
# définition de l'échantillonnage selon $x$ et $y$
x_grid = np.linspace(0.1, 3.0, 10) # au passage on change un peu de np.arange()
y_grid = np.linspace(0.1, 3.0, 10)
 
# grille X,Y selon x_grid et y_grid
X, Y = np.meshgrid(x_grid, y_grid)
```
 
%% Cell type:markdown id: tags:
 
On calcule ensuite les valeurs des dérivées $\dot x$ et $\dot y$ sur cette grille:
 
%% Cell type:code id: tags:
 
``` python
# dérivées dot_x et dot_y sur la grille
dx, dy = modele_LV([X, Y], 0, params_LV)
```
 
%% Cell type:markdown id: tags:
 
A partir de là on peut tracer le champs de vecteur et l'échantillon de trajectoires dans le système d'axes `ax2`:
 
%% Cell type:code id: tags:
 
``` python
# tracé du champs de vecteurs
# Attention à l'option angles ='xy' les fleches sont tracees avec orientation en unité naturelle de l'ecran
# et pas en unité naturelle de la figure
ax2.quiver(X, Y, dx, dy, angles = 'xy', color = 'grey', width = .002)
 
# tracé des échantillons de trajectoires
ax2.streamplot(X, Y, dx, dy, density = 0.4, maxlength = 0.25, color = "purple")
 
# on réaffiche la figure
display(fig2)
```
 
%%%% Output: display_data
 
![](data:image/png;base64,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)
 
%% Cell type:markdown id: tags:
 
 
### Intégrale première
 
Finalement, nous représentons l'intégrale première de ce système.
 
%% Cell type:code id: tags:
 
``` python
# définition de la fonction conservée au cours du temps dans le modèle de Lotka Volterra
def int_premiere(etat, params):
x, y = etat # recupere les variables d'etat
r_l, c_l, b_l, m_l = params # recupere les parametres
H_xy = -r_l*np.log(y) + c_l*y - m_l*np.log(x) + b_l*x # calcule la valeur de la fonction
return H_xy
```
 
%% Cell type:markdown id: tags:
 
On peut vérifier la constance de cette quantité au cours du temps:
 
%% Cell type:code id: tags:
 
``` python
# création d'une figure, et d'un système d'axe
fig3, ax3 = plt.subplots(1, 1, figsize=(14, 8))
 
# titre de la figure
fig3.suptitle("Intégrale première au cours du temps\n modèle de Lotka Volterra", va='top', fontsize='18')
 
# tracé des isoclines nulles, des équilibres, et de la trajectoire simulée
# isoclines nulles de x
ax3.plot(tspan, int_premiere([int_LV[:,0], int_LV[:,1]], params_LV))
 
# limites des axes
ax3.set_ylim(bottom=0, top=3)
 
# labellisation des axes
ax3.set_xlabel('Intégrale première', fontsize='16')
ax3.set_ylabel('Temps', fontsize='16')
 
# ajout d'une grille
ax3.grid()
```
 
%%%% Output: display_data
 
![](data:image/png;base64,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)
 
%% Cell type:markdown id: tags:
 
Et finalement représenter ces quantités en 3D, en fonction des valeurs de $x$ et $y$. Pour cela nous utilisons une grille, comme plus haut pour le plan de phase, et evaluons la fonction sur cette grille.
 
%% Cell type:code id: tags:
 
``` python
# définition de l'échantillonnage selon $x$ et $y$
x_grid = np.linspace(0.15, 3.0, 30) # au passage on change un peu de np.arange()
y_grid = np.linspace(0.15, 3.0, 30)
 
# grille X,Y selon x_grid et y_grid
X, Y = np.meshgrid(x_grid, y_grid)
 
# calcul de la fonction conservee sur la grille
int_premiere_grid = int_premiere([X, Y], params_LV)
```
 
%% Cell type:markdown id: tags:
 
Nous créons une figure avec des paramètres adequats pour un graphique 3D et tracons la fonction en fonction des valeurs de $x$ et $y$ sur la grille.
 
%% Cell type:code id: tags:
 
``` python
# création d'une figure, et d'un système d'axe un peu particulier puisqu'il est en 3D
fig4, ax4 = plt.subplots(1, 1, subplot_kw={"projection": "3d"}, figsize=(14, 8))
 
# nous importons des colormaps pour représenter la fonction integrale_premiere
from matplotlib import cm
 
# nous tracons l'integrale première sur la grille
ax4.plot_surface(X, Y, int_premiere_grid, cmap=cm.viridis, antialiased=True, alpha =.7)
 
# réglage de l'angle de vision en fonction de l'élévation et de l'azimut
ax4.view_init(elev=10, azim= 30)
 
# labellisation des axes
ax4.set_xlabel('Proies $x$', fontsize='16')
ax4.set_ylabel('Prédateurs $y$', fontsize='16')
ax4.set_zlabel("intégrale première", fontsize='16')
 
# titre de la figure
fig4.suptitle("Intégrale première\n modèle de Lotka Volterra", va='top', fontsize='18');
```
 
%%%% Output: display_data
 
![](data:image/png;base64,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)
 
%% Cell type:markdown id: tags:
 
Puis nous surimposons le plan correspondant à la valeur initiale de l'intégrale première en fonction de $x$ et $y$, ainsi que l'évolution de cette quantité au cours du temps le long de la trajectoire simulée.
 
%% Cell type:code id: tags:
 
``` python
# tracé du plan correspondant a la valeur initiale de l'intégrale première
ax4.plot_surface(X, Y, np.ones_like(int_premiere_grid)*int_premiere([x0, y0], params_LV),
antialiased=True, alpha =.3)
 
# tracé de la valeur de l'intégrale première le long de la trajectoire simulée
ax4.plot(int_LV[:,0], int_LV[:,1], int_premiere([int_LV[:,0], int_LV[:,1]], params_LV),
color = "red", linewidth = 3)
 
# affichage de la figure 4
display(fig4)
```
 
%%%% Output: display_data