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ra (

cm)

Massa (kg)

AnaAugusto

Carolina

Flavio

Jose

Julian

Lennon

Maria

Marina

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"Cluster 1""Cluster 2""Cluster 3""Cluster 4"

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ç

AnaAugusto

CarolinaFlavio

JoseJulian

Lennon

Maria

Marina

Renata

"Cluster A’""Cluster B’""Cluster C’"

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Ci 6= ∅dUEHA>E

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?xj = (xj1, xj2, . . . , xjp)

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:;1

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666666666666666666666664

0.00 30.77 7.35 61.66 12.81 33.33 30.89 17.15 11.45 28.98

30.77 0.00 28.62 38.79 42.25 63.21 60.95 40.16 38.60 30.12

7.35 28.62 0.00 60.89 14.90 35.71 34.23 15.10 10.44 23.87

61.66 38.79 60.89 0.00 70.36 94.35 91.32 67.26 68.52 52.74

12.81 42.25 14.90 70.36 0.00 25.00 23.45 11.22 6.40 31.69

33.33 63.21 35.71 94.35 25.00 0.00 5.92 32.88 27.96 54.32

30.89 60.95 34.23 91.32 23.45 5.92 0.00 32.80 27.22 54.17

17.15 40.16 15.10 67.26 11.22 32.88 32.80 0.00 8.19 22.32

11.45 38.60 10.44 68.52 6.40 27.96 27.22 8.19 0.00 27.04

28.98 30.12 23.87 52.74 31.69 54.32 54.17 22.32 27.04 0.00

3

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W 9 zd(i, j) ≥ 0

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d(i, j) = q

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cluster nao-convexo

cluster com baixa densidade

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