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Communicating without errors 247<br />

On the other hand, for x = ( 1 m , . . ., 1 m<br />

) we obtain<br />

µ T<br />

(G) ≤ µ(x) = | 1 m (v(1) + . . . + v (m) )| 2 = |u| 2 = σ T<br />

,<br />

and so we have proved<br />

µ T<br />

(G) = σ T<br />

. (6)<br />

In summary, we have established the inequality<br />

α(G) ≤ 1<br />

σ T<br />

(7)<br />

for any orthonormal respresentation T with constant σ T<br />

.<br />

(C) To extend this inequality to Θ(G), we proceed as before. Consider<br />

again the product G × H of two graphs. Let G and H have orthonormal<br />

representations R and S in R r and R s , respectively, with constants σ R<br />

and σ S<br />

. Let v = (v 1 , . . .,v r ) be a vector in R and w = (w 1 , . . . , w s ) be<br />

a vector in S. To the vertex in G × H corresponding to the pair (v, w) we<br />

associate the vector<br />

vw T := (v 1 w 1 , . . .,v 1 w s , v 2 w 1 , . . .,v 2 w s , . . .,v r w 1 , . . .,v r w s ) ∈ R rs .<br />

It is immediately checked that R × S := {vw T : v ∈ R, w ∈ S} is an<br />

orthonormal representation of G × H with constant σ R<br />

σ S<br />

. Hence by (6)<br />

we obtain<br />

µ R×S<br />

(G × H) = µ R<br />

(G)µ S<br />

(H).<br />

For G n = G × . . . × G and the representation T with constant σ T<br />

this<br />

means<br />

µ T<br />

n(G n ) = µ T<br />

(G) n = σ n T<br />

and by (7) we obtain<br />

α(G n ) ≤ σ −n<br />

T , n √ α(G n ) ≤ σ −1<br />

T .<br />

Taking all things together we have thus completed Lovász’ argument:<br />

Theorem. Whenever T = {v (1) , . . .,v (m) } is an orthonormal<br />

representation of G with constant σ T<br />

, then<br />

Θ(G) ≤ 1<br />

σ T<br />

. (8)<br />

Looking at the Lovász umbrella, we have u = (0, 0, h= 1 4 √ 5 )T and hence<br />

σ = 〈v (i) , u〉 = h 2 = 1 √<br />

5<br />

, which yields Θ(C 5 ) ≤ √ 5. Thus Shannon’s<br />

problem is solved.<br />

“Umbrellas with five ribs”

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