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23 22.5 22 0.5 −0.5 0 20 40 23 22.5 22 0 20 40 23 22.5 22 0 20 40 xi G (t) xiG (t) xiG (t) 0 0 20 40 0.5 0 −0.5 0 20 40 0.5 0 −0.5 0 20 40 Σi G (t) ΣiG (t) ΣiG (t) x− 40 xi G (t) Σi G (t) i xi G (t) Qi G (t) ΣG Qi G (t) Σi G (t) nΣG 9 1 5 1 1 6 7 9 20 Ii G (t) ii G (t) 5 5
15 10 5 0 −5 −10 −15 −5 0 5 10 15 20 25 15 10 5 0 −5 −10 −15 −5 0 5 10 15 20 25 xG ΣG Time (secs.) 1.4 1.2 1 0.8 0.6 0.4 0.2 Fixed graph Switching graph Link failure graph 0 0 5 10 15 20 25 30 35 40 Iterations Ii G (5) 5 5 9 I i G (t) 9 9 8 9 8 9 15
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R. Aragüés (1980, Zaragoza) recei
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n n
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n n
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y 1000 500 −500 2000 1000 0 z
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• •
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• •
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k−
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•
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•
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(x, y)
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ρi = 0
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j xr zj
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xri i = 1, 2 zij j
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• (xr, yr,
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% final divergence number of steps
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14 12 10 8 6 4 2 0 −2 −4 FINAL
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14 12 10 8 6 4 2 0 −2 −4 FINAL
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i mi ∈ N i
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i Hi Hi
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Lchild i Li Lchild j
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i Li(0) = Li, I i G(0) = Σ
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ˆ Σi G (t)−Qi G (t)
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10 8 6 4 2 0 −2 −4 −6 −8
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10 8 6 4 2 0 −2 −4 −6 −8
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10 8 6 4 2 0 −2 −4 −6 −8
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n i, j r, s G
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i [I k j ]r,s [i k j ]r
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LW = diag(W 1) − W
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Y = P T ZP r S2 . . . Sn 0 P = 0
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exw(t) exw(t + 1) = A exw(t), exw(
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k1a k2b |k1a−k2b| ≤ max{k
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k x k ∗ = rr T u k = 1x k avg, w
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k − 1 k β k λ t
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i ∈ V
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A(t + kl) t k Ψ (t1 +
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15 10 5 0 −5 −10 −15 −5 0 5
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15 10 5 0 −5 −10 −15 −5 0 5
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i th f i r A, Ar,s [A]r,s
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msum |Fdis| = n i=1 mi = msum
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i, ti t, Xij(t) ∼ Xij(t
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i ∈ Vcom, r ∈ Si.
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3 < df = 7 f A 1 f A 2
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[ji]s,r (d) i f i r Cq
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f i r ∈ ˜ Si Xij ¯r ∈
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f i r ∈ ˜ Si i f i r
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, s ∈ C [C]r,s ≥ 0, C,
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1, . . . , rℓ, Cℓ.
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0 6 1 9 7 8 8 3 1 0 7 9 8 8 3 6 1 6
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10 8 6 4 2 0 −2 −4 −6 −8
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Gdis
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Gdis
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i, j e, e ′ e i
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0 < θi < π i ∈ V
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lim t→∞ T i G(t) = (R i ) T T
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zθ ∈ Rm Σzθ ∈ Rm×m
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ˆx a Va ˆ θa Va Υw = Σ
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tmax ¯ θ a i tmax ¯
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i ˆp a i = Υˆp a Va ˆpaV a =
Page 136 and 137: ˆx a V
Page 138 and 139: G a ∈ Ni i ∈ Va J
Page 140 and 141: i ∈ V ˆx cen i (t)
Page 142 and 143: ρ(J) = λeff(W) ||ecen(t)||2
Page 144 and 145: 3 m G
Page 146 and 147: 3.38 ◦ 1.87 ◦ x cm cm y
Page 148 and 149: −2 −2.5 −3 −3.5 −4 Centr.
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Page 152 and 153: 35 30 25 20 15 10 5 0 0 200 400 600
Page 154 and 155: k k
Page 156 and 157: P(k + 1|k) = I Si Si = 1 +
Page 158 and 159: ¯x(k + 1) = ((¯xr(k + 1)) T , ¯x
Page 160 and 161: 8 6 4 2 0 −2 F1 Initial map −4
Page 162 and 163: i 1 · · · m x 1 i fi1(x 1 i )
Page 164 and 165: G n k k ∈ N i, j t
Page 166 and 167: i xi(t) xj(t) (i)
Page 168 and 169: i ˜ Cij(k) ˜ Cij(k) = 0
Page 170 and 171: T = diam(G) βi(T ) i ∈ V
Page 172 and 173: L V T L LVL = λL = diag(0, λ2(
Page 174 and 175: ˙x(t) = −Lˆx(t) = u(t), ei(t) =
Page 176 and 177: F 16 r1
Page 178 and 179: 14 12 10 8 6 4 2 0 −2 λ * (L) Es
Page 180 and 181: 60m × 45m
Page 182 and 183: 15 10 5 0 −5 −10 −15 F23 −5
Page 184 and 185: 4 2 0 3000 2000 1000 x 10 4 0 20 40
Page 188 and 189: 1 7 16
Page 190 and 191: 6 4 2 0 −2 k=1 k=2 k=3 k=4 k=5
Page 192 and 193: 9 9 9
Page 194 and 195: (C) msum
Page 196 and 197: (c) msum
Page 198 and 199: y −1000 500 2000 x
Page 200 and 201: −200 200 400 0 R9 R7 R5 R2 R6 −
Page 202: 2000 1000 0 −1000 −1000 0 1000
Page 205 and 206: 2000 1000 0 −1000 −1000 0 1000
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Page 214 and 215: 2000 1000 0 −1000 −1000 0 1000
Page 216 and 217: O(n)
Page 218 and 219: p
Page 220: p
Page 224 and 225: 60×45m
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