Dan Seitz

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If the determinant and the trace of the Hessian are positive then the point is a local minimum. If the determinant is positive and the trace negative the point is a local maximum. If the determinant is negative, then irrespective of the trace, the point is a saddle point.
The Theoretical Minimum: What You Need to Know to Start Doing Physics
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