A local minimum is a point in a function where the value of the function is lower than the values at all neighboring points within a certain vicinity. In optimization, identifying local minima is crucial because they represent potential solutions to the problem being analyzed. These points may not necessarily be the lowest possible value across the entire domain, but they are significant for understanding the function's behavior and for finding optimal solutions using methods like Newton's method.
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