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Infinitesimal rigidity and prestress stability for frameworks in normed spaces

Sean Dewar

Abstract

A (bar-and-joint) framework is a set of points in a normed space with a set of fixed distance constraints between them. Determining whether a framework is locally rigid - i.e. whether every other suitably close framework with the same distance constraints is an isometric copy - is NP-hard when the normed space has dimension 2 or greater. We can reduce the complexity by instead considering derivatives of the constraints, which linearises the problem. By applying methods from non-smooth analysis, we shall strengthen previous sufficient conditions for framework rigidity that utilise first-order derivatives. We shall also introduce the notions of prestress stability and second-order rigidity to the topic of normed space rigidity, two weaker sufficient conditions for framework rigidity previously only considered for Euclidean spaces.

Infinitesimal rigidity and prestress stability for frameworks in normed spaces

Abstract

A (bar-and-joint) framework is a set of points in a normed space with a set of fixed distance constraints between them. Determining whether a framework is locally rigid - i.e. whether every other suitably close framework with the same distance constraints is an isometric copy - is NP-hard when the normed space has dimension 2 or greater. We can reduce the complexity by instead considering derivatives of the constraints, which linearises the problem. By applying methods from non-smooth analysis, we shall strengthen previous sufficient conditions for framework rigidity that utilise first-order derivatives. We shall also introduce the notions of prestress stability and second-order rigidity to the topic of normed space rigidity, two weaker sufficient conditions for framework rigidity previously only considered for Euclidean spaces.

Paper Structure

This paper contains 20 sections, 22 theorems, 28 equations, 4 figures.

Key Result

Theorem 2.2

Let $f: D_1 \rightarrow D_2$ be a locally Lipschitz map. Then the set of points in $D_1$ where $f$ is not differentiable has (Hausdorff) measure zero.

Figures (4)

  • Figure 1: (i) A framework in the Euclidean plane that is locally and continuously rigid but infinitesimally flexible; possible non-trivial infinitesimal flexes is indicated by the red arrows. (ii) A framework in the $\ell_\infty$ normed plane (see \ref{['sec:ex']} for a definition) that is locally and continuously flexible but infinitesimally rigid; the dashed line represents other possible positions of the outer vertex.
  • Figure 2: (i) A graph $H$ that has rigid placements in the $\ell_\infty$ normed plane. (ii) A badly-positioned placement $p$ of $H$ in the $\ell_\infty$ normed plane as described in described in \ref{['ex1']} that is locally and continuously flexible. An edge $v_iv_j$ is red edge (respectively, blue) if the Jacobian of the norm at $p_{v_i}-p_{v_j}$ is either $[1 ~ 0]$ or $[- 1 ~ 0]$ (respectively, either $[0 ~ 1]$ or $[0~ -1]$).
  • Figure 3: An example of the framework $(G',q')$ described in \ref{['sec:ex2']}. If the vertex $v_0$ is removed, then we obtain the infinitesimally rigid framework $(G,q)$. The point $q'_{v_0}$ is chosen to lie on the line between $q_{v_1}$ and $q_{v_2}$.
  • Figure 4: (i) A continuously flexible doubly-braced grid in the $\ell_p$ normed plane. A non-trivial continuous flex can be formed by rotating the red edges in unison whilst maintaing the orientation of all other edges. (ii) A prestress stable doubly-braced grid in the $\ell_p$ normed plane for $p>2$. The grid is not prestress stable for $1 \leq p < 2$ since it is not second-order well-positioned, and is in fact not even continuously rigid for $p=2$.

Theorems & Definitions (51)

  • Definition 2.1
  • Theorem 2.2: Rademacher's theorem
  • Lemma 2.3: see, for example, clarke
  • Lemma 2.4: see, for example, clarke
  • Theorem 2.5: btv
  • Definition 2.6
  • Lemma 2.7: D21
  • Lemma 2.8
  • proof
  • Theorem 2.9: Alexandrov's theorem
  • ...and 41 more