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Question

Stochastic Optimization - Which one is the main advantage of stochastic optimization techniques?

Answer

One major advantage of stochastic optimization algorithms is that they can make less-than-ideal judgments at the local level while searching, which might increase the chances of reaching the objective function's global optimum.