genetic

def fixChromosomes(data, size, population):
    datasize = data.shape[0]
    fitness = np.zeros((datasize,1), dtype=int)
    for i in range(0, datasize):
        rec = data[i]
        if(totalSize(rec, size) > 700):
            rec = reduceSize(rec, size)
            data[i] = rec
        fitness[i] = -1* totalSize(data[i], size)
    data = np.transpose(np.array([data]))
    generation = np.concatenate((data, fitness), axis=1)
    generation = generation[generation[:population, 1].argsort()]
    return generation