import numpy from deap import algorithms, base, creator, tools, gp creator.create("FitnessMin", base.Fitness, weights=(-1.0,)) creator.create("Tree", gp.PrimitiveTree, fitness=creator.FitnessMin) pset = gp.PrimitiveSet(name="MAIN", arity=1…