Initial Commit

mopso.py

@@ -0,0 +1,38 @@
+from .particle import Particle
+
+class MOPSO():
+    def __init__(self, n, t, w, c1, c2, a_max, surrogate=False):
+        # Constants
+        self.n = n # Number of particles
+        self.t = t # Number of iterations
+        self.w = w # Inertia (for exploration)
+        self.c1 = c1 # Individual trust
+        self.c2 = c2 # Social trust
+        self.a_max = a_max # Archive size
+
+        self.surrogate = surrogate # Using AI calculation
+
+        self.particles = [] # Particles of the simulation
+        # Fonctions objectifs
+        # Limites variables de decision
+    
+    def iterate(self):
+        nb_iter = 0
+        if not self.surrogate:
+            while nb_iter < self.t:
+                nb_iter += 1
+                # Selection of a leader
+                # Updating velocity and positions
+                # Checking boundaries
+                # Evaluating particles
+                # Update the archive
+                # Checking for best positions
+        else:
+            while nb_iter < self.t:
+                nb_iter += 1
+                # Selection of a leader
+                # Updating velocity and positions
+                # Checking boundaries
+                # Evaluating particles
+                # Update the archive
+                # Checking for best positions