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Artificial Intelligence is a very broad area of Computer Science which is intertwined with many other fields, and someone might argue that its definition is the discipline that develops rationally acting systems. When it comes to Machine Learning, the generally accepted definition is programming computers to perform a specific task without specific ...


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Actually, derivative methods such as random search shorten the time allocated for function evaluation if the problem is big. On the other hand, derivative-free methods take much time to complete function evaluation that leads to a dramatic increase in optimization time.


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