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← ScienceWhich consequence results when an optimization algorithm excessively minimizes the cost functions in robotics?
A)Control system oscillation appears✓
B)Energy input requirement decreases
C)Computation time greatly reduces
D)Sensor accuracy exponentially increases
💡 Explanation
Excessive minimization of cost functions causes overfitting in robotics because the control system becomes overly sensitive to noise via disturbance rejection, exhibiting instability from the Inverse Dynamics Control mechanism; therefore, oscillations appear, rather than other benefits only appearing with properly tuned systems.
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