The direction of steepest ascent refers to the path that leads to the highest rate of increase of a function at a given point. This direction is indicated by the gradient vector, which points in the direction where the function increases most rapidly and has the greatest magnitude at that location. Understanding this concept is crucial for optimization problems, as it allows one to identify the quickest way to increase or maximize a quantity.
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