Line search techniques are optimization methods used to find a suitable step size along a given search direction to minimize or maximize an objective function. These techniques are crucial for ensuring convergence in various optimization algorithms by determining how far to move from the current point before reevaluating the function. They help maintain the balance between exploration and exploitation in the optimization process.
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