Iso3dfd_optimization/update.py at main · faydef/Iso3dfd_optimization · GitHub

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import numpy as np
def update(routes, liste, dico, rho, alpha, Q):
    for route, number, scores in routes:
        if scores != -99:
            for i in range(len(route)):
                if i == 0:
                    dico["mat1"][liste["liste1"].index(route[i])] **= 1 / alpha
                    dico["mat1"][liste["liste1"].index(route[i])] *= rho
                    dico["mat1"][liste["liste1"].index(route[i])] += number * Q
                    dico["mat1"][liste["liste1"].index(route[i])] **= alpha
                else:
                    dico[f"mat{i+1}"][liste[f"liste{i}"].index(route[i - 1])][
                        liste[f"liste{i+1}"].index(route[i])
                    ] **= (1 / alpha)
                    dico[f"mat{i+1}"][liste[f"liste{i}"].index(route[i - 1])][
                        liste[f"liste{i+1}"].index(route[i])
                    ] *= rho
                    dico[f"mat{i+1}"][liste[f"liste{i}"].index(route[i - 1])][
                        liste[f"liste{i+1}"].index(route[i])
                    ] += (number * Q)
                    dico[f"mat{i+1}"][liste[f"liste{i}"].index(route[i - 1])][
                        liste[f"liste{i+1}"].index(route[i])
                    ] **= alpha