A **copositive matrix** is a special type of matrix that arises in the context of optimization and mathematical programming, particularly in the study of quadratic forms and convexity. A symmetric matrix \( A \) is said to be copositive if for any vector \( x \) in the non-negative orthant \( \mathbb{R}^n_+ \) (i.e.
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