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Gruber P. Convex and Discrete Geometry

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298 <strong>Convex</strong> Polytopes<br />

of V. Fori ∈ V let a(i) ={j ∈ V :{i, j} ∈E} be the set of vertices adjacent to the<br />

vertex i.Aframework F(p) in E d is an abstract framework F =〈V, E〉 together with<br />

a point p = (p1,...,pv) ∈ E d ×···×E d = E dv . A point pi, i ∈ V, isavertex<br />

<strong>and</strong> a line segment [pi, p j ], {i, j} ∈E, isanedge of F(p). The framework F(p) is<br />

called a realization of the abstract framework F. Lete be the number of edges of F.<br />

Consider the e functions f{ij} : E dv → R, {i, j} ∈E, defined by:<br />

Let<br />

f{ij}(x) =||xi − x j|| 2 for x = (x1,...,xv) ∈ E dv .<br />

R(p) = � x : f{ij}(x) = f{ij}(p) for all {i, j} ∈E �<br />

= � �<br />

x : f{ij}(x) = f{ij}(p) � ⊆ E dv .<br />

{i, j}∈E<br />

Then � F(x) : x ∈ R(p) �<br />

is the set of all realizations F(x) of F with edge-lengths equal to the corresponding<br />

edge-lengths of F(p). Callx = (x1,...,xv) congruent to p = (p1,...,pv) if there<br />

is a rigid motion m : E d → E d such that x1 = mp1,...,xv = mpv.Let<br />

C(p) = � x : x congruent to p � ⊆ R(p).<br />

If aff{p1,...,pv} =E d , then it is not too difficult to show that C(p) is a smooth<br />

manifold of dimension 1 2d(d + 1) in Edv , where by smooth we mean of class C∞ .<br />

Here 1 2d(d − 1) dimensions come from the rotations <strong>and</strong> d from the translations.<br />

Then {F(x) : x ∈ C(p)} is the set of all realizations F(x) of F which are congruent<br />

to F(p) in the ordinary sense. The framework F(p) is flexible if there is a continuous<br />

function x :[0, 1] →E dv such that<br />

(1) x(0) = p ∈ C(p) <strong>and</strong> x(t) ∈ R(p)\C(p) for 0 < t ≤ 1.<br />

F(p) is rigid if it is not flexible.<br />

A Rigidity Criterion<br />

The above makes it clear that flexibility of a framework F(p) is E d is determined by<br />

the way in which C(p) is included in R(p) in a neighbourhood of p. The following<br />

result is a simple version of the rigidity predictor theorem of Gluck [381].<br />

Theorem 17.2. Let F(p) be a framework in E d , where p = (p1,...,pv) <strong>and</strong><br />

aff{p1,...,pd} =E d . Assume that the e vectors<br />

grad f{ij}(p), {i, j} ∈E,<br />

are linearly independent in E dv . Then e ≤ dv − 1 2 d(d + 1) <strong>and</strong> F(p) is rigid if <strong>and</strong><br />

only if equality holds.

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