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Gruber P. Convex and Discrete Geometry

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Noting that<br />

2h 2 v − hhvv = 2π 2 a 2<br />

K − cos π v<br />

sin π v<br />

v 6 sin 2 π v<br />

I= 2a cos2 π v<br />

v sin 2 π v<br />

, h + vhv =<br />

π<br />

�v<br />

0<br />

g ′� h<br />

cos2 ψ<br />

a simple, yet lengthy calculation then shows that<br />

MaaMvv − M 2 av<br />

=−v 2 ha(2hvhav − hahvv)IJ + 2π 2ah2 a<br />

v3 cos2 π JK −<br />

v<br />

=− 2π 2a cos π v<br />

v5 sin3 π v<br />

= 2π 2 a<br />

v 5 sin 2 π v<br />

= 2π 2 a<br />

v 5 sin 2 π v<br />

= 2π 2 a<br />

v 5 sin 2 π v<br />

π v<br />

J<br />

IJ+ 2π 2 a<br />

v 5 sin 2 π v<br />

�<br />

K − cos π v<br />

sin π I<br />

v<br />

�<br />

J −<br />

π<br />

�v<br />

0<br />

�<br />

× g ′� h<br />

cos2 ψ<br />

0<br />

v<br />

2a cos 2 π v<br />

JK −<br />

�<br />

− 2π 2 a<br />

v 5 sin 2 π v<br />

�<br />

K − cos π v<br />

sin π I<br />

v<br />

33 Optimum Quantization 483<br />

πa<br />

v 2 sin 2 π v<br />

π 2<br />

v 4 sin 2 π v cos2 π v<br />

v<br />

2a cos 2 π v<br />

g ′� h<br />

cos2 ��<br />

1 −<br />

ψ<br />

sin2 ψ<br />

sin2 π �<br />

dψ<br />

cos<br />

v<br />

4 ψ<br />

� 2 sin ψ<br />

cos4 dψ > 0.<br />

ψ<br />

,<br />

� sin 2 ψ<br />

cos 4 ψ dψ(>0),<br />

�<br />

(ha + vhav)I − πha<br />

v cos2 �2 π K<br />

v<br />

���<br />

K − cos π v<br />

sin π �<br />

I<br />

v<br />

�<br />

K − cos π v<br />

sin π �2 I<br />

v<br />

�<br />

K − cos π v<br />

sin π �2 I<br />

v<br />

2a cos 2 π v<br />

v sin 2 π v<br />

Having proved that Maa <strong>and</strong> MaaMvv − M2 av are positive for a > 0,v ≥ 3, it follows<br />

that the Hessian matrix of M is positive definite, which in turn implies (5), see the<br />

convexity criterion 2.10 of Brunn <strong>and</strong> Hadamard.<br />

Our next tool is the following simple consequence of Euler’s polytope formula.<br />

See, e.g.<br />

aiFejes Tóth, L. [329], p. 16:<br />

(6) v1 +···+vn ≤ 6n.<br />

Since, for fixed a, the function M(a,v) is convex in v by (5) <strong>and</strong> has a limit as<br />

v →+∞(the moment of the circular disc with centre o <strong>and</strong> area a), we see the<br />

following:<br />

(7) For a fixed, M(a,v)is decreasing in v.

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