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The energy-based definition provides a viable resolution to the longstanding confusion on the proper definition of -th order rigidity and flexibility in geometric constraint systems. Applying an energy-based local rigidity analysis to polyhedral surfaces, we derive new criterion for testing second-order prestress stability. Additionally, we discuss the limitations of testing third-order rigidity, except in the special case where the null space of the rigidity matrix is one-dimensional. Although our primary focus is on polyhedral surfaces, the theory and methods developed in this article apply to general geometric constraint systems under certain conditions.

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