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Let h be the objective function that takes as input a real vector from [ 0 , 1 0 ] 3 and returns a real
Let h be the objective function that takes as input a real vector from and returns a real number to be maximized, defined as follows:
def hx:
if xxx: return
else: return xxx
Also consider the wellknown Particle Swarm Optimization PSO algorithm and a very trivial algorithm, called Random Search RS which iteratively generates random solutions, evaluates them, and returns the best one. Do you expect to observe a difference between RS and PSO in the time eg number of fitness evaluations required to reach the global optimum of h Also explain why and discuss whether one algorithm has some advantage over the other.
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