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Page 1: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Graph-theoretic indicators of fullerenestability

Tomislav DošlicFaculty of Civil Engineering, University of Zagreb

Montréal, May 2009

Page 2: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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FullerenesA fullerene is a polyhedral molecule consisting only of carbon atoms andcontaining only pentagonal and hexagonal faces.

Page 3: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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FullerenesA fullerene is a polyhedral molecule consisting only of carbon atoms andcontaining only pentagonal and hexagonal faces.

Page 4: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Fullerene graphsA fullerene graph is a planar, 3-regular and 3-connected graph, twelve of whosefaces are pentagons and any remaining faces are hexagons.

Page 5: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Fullerene graphsA fullerene graph is a planar, 3-regular and 3-connected graph, twelve of whosefaces are pentagons and any remaining faces are hexagons.

Page 6: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Number of fullerenesn Isomers IPR isomers

20 1 -30 3 -40 40 -50 271 -60 1812 170 8149 180 31924 790 99918 46

100 285914 450110 713319 2355120 1674171 10774130 3580637 39393140 7341204 121354150 14059173 335569160 26142839 836497170 46088148 1902265

Page 7: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Number of fullerenes

-5

0

5

10

15

20

2.5 3 3.5 4 4.5 5 5.5

’data.txt’ u (log($1)):(log($2))9.5*x-31

Page 8: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Benzenoids and benzenoid graphs

C

C C

CC

C

H

H H

HH

H

Page 9: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Resonance in benzenoids

C

C C

CC

CH H

H

H

C

C C

CC

CH H

H

H

H

H

H

Page 10: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Stability of benzenoid compounds

4 05

Page 11: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Perfect matchings and stability of benzenoids

A matching M in a graph G is a set of edges from E(G) such that no two edgesfrom M have a vertex in common.

A matching M is perfect if every vertex of G is incident with an edge from M .

Φ(G) denotes the number of perfect matchings in G.

For benzenoids B1 and B2 and their corresponding benzenoid graphs B1 and B2we have:

Φ(B1) > Φ(B2) =⇒ B1 is “more stable” than B2.

Page 12: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Number of perfect matchings in fullerenegraphs

C60 has 1812 isomers.

Φ(C60 : 1812(Ih)) = 12500 (21) – The most stable isomer.

Φ(C60 : 1(D5h)) = 16501 (1) – The “least stable” isomer.

Page 13: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Candidates

• Independence number

• Second moment of the hexagon signature

• Separator

• The smallest eigenvalue

• Combinatorial curvature

• Bipartite edge frustration

• Bipartivity

• Average hexagon abundance

Page 14: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Stability of benzenoid compounds

4 05

Page 15: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Partition of π-electrons

6 6

6

6

5

5

5

5

6

2

4

4

3

3

4

Page 16: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Importance and redundancy of an edge

Let G be a graph with a perfect matching and e an edge of G. Importance of e,denoted by ι(e), is the number of perfect matchings of G that contain e, while theredundancy of e, denoted by ρ(e), is the number of perfect matchings of G thatdo not contain e.

ι(e) = Φ(G\e)

ρ(e) = Φ(G− e)

ι(e) + ρ(e) = Φ(G) for every e ∈ E(G)

∑e={u,v} ι(e) = Φ(G) for every v ∈ V (G)

Page 17: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Richness and abundance of a face

Let G be a planar graph with a given plane embedding and F a face of G. Therichness of F with respect to a perfect matching M is the number of electronsgiven to F by M .

The abundance π(F ) of a face F is the richness of F averaged over all perfectmatchings of G.

Randic, Balaban, Gutman, et al considered π−electron content of rings inpolycyclic conjugated hydrocarbons.

Theorem

π(F ) =

∑e∈∂F ι(e)

Φ(G).

Page 18: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Average n-gon abundance

Let G be a fullerene graph on n vertices.

π6(G) = 1n/2−10

∑H π(H)

π5(G) = 112

∑P π(P )

Page 19: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Prisms

r

c

1

2n−1

n

B

S

ι(r) = Fn, ι(c) = Fn−1 + 1+(−1)n

2

Φ(Zn) = ι(r) + 2ι(c) = Fn+1 + Fn−1 + 1 + (−1)n

Page 20: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Prisms

π(B) =n · ι(c)Φ(Zn)

, π(S) = 2ι(r) + ι(c)

Φ(Zn)

limn→∞

π(B) =n

φ2 + 1, lim

n→∞π(S) = 2− 2

φ2 + 1

Here φ = 1+√

52 is the Golden Section.

Under uniform distribution, a face with n vertices receives n/3 electrons. Hence,the bases are poorer, and the sides are richer in π-electrons than under theuniform distribution.

Page 21: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Barrels

B

P

r

e

c

Φ(Bn) = ι(r) + 2ι(c) = ι(r) + 2ι(e) =⇒ ι(c) = ι(e)

π(B) =n · ι(c)Φ(Bn)

, π(P ) = 2− ι(c)

Φ(Bn)

Page 22: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Barrels

For ι(c) one obtainsι(c) = rn−1 + sn−3,

where rk and sk satisfy following recurrences:

rk = rk−1 + 2rk−2 − rk−4 for k ≥ 5r1 = 1, r2 = 3, r3 = 5, r4 = 10.

sk = 2sk−2 + sk−3 − sk−4 for k ≥ 7s3 = 1, s4 = 3, s5 = 4, s6 = 5.

Asymptotic behavior of rn and sn is given by

rn ∼ γn, sn ∼ δn,

where γ ≈ 1.905 and δ ≈ 1.490 are obtained by solving the characteristicequations x4 − x3 − 2x2 + 1 = 0 and x4 − 2x2 − x + 1 = 0, respectively.

Page 23: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Barrels

Now

limn→∞

ι(c)

Φ(Bn)=

2γ2 − 2

γ3 + 4γ2 − 4≈ 0.302 = τ∞.

Hence,limn→∞

π(B) = n · τ∞, limn→∞

π(P ) = 2− τ∞.

Again, the bases are poorer, and the side faces richer in π-electrons than underthe uniform distribution.

Page 24: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Tubular fullerenes C10n : 1

PP

CPP

H

r

c

Again, all circular edges are equally important.

Page 25: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Explicit formulas for C10n : 1

ι(r) = 5n−1 + 3

[(5+√

52

)n−2+

(5−√

52

)n−2]

+ 1

ι(c) = 2 · 5n−1 +(

5+√

52

)n−2+

(5−√

52

)n−2

π(PP ) → 2, π(CPP ) → 1.6, π(H) = 2

Φ(C10n : 1) = ι(r) + 2ι(c)

Φ(C10n : 1) = 5n + 5

[(5+√

52

)n−2+

(5−√

52

)n−2]

+ 1

Page 26: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Average abundances in C60

π6(C60 : 1812(Ih)) = 2.16, π5(C60 : 1812(Ih)) = 1.40

π6(C60 : 1(D5h)) = 2.00, π5(C60 : 1(D5h)) = 1.67

Observation

π6(C60 : 1(D5h)) < π6(C60 : p) < π6(C60 : 1812(Ih))

The same pattern is observed for C70.

Page 27: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Hypothesis

π6(Cn : p) > π6(Cn : q) =⇒ Cn : p is more stable than Cn : q.

Page 28: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Test spaceIPR isomers – experimentally verified

• C60 : 1(Ih)

• C70 : 1(D5h)

• C76 : 1(D2)

• C78 : 1(D3), 2(C2v), 3(C2v)

• C80 : 1(D5d), 2(D2)

• C82 : 3(C2)

• C84 : 22(D2), 23(D2d)

Non-IPR isomers – energy calculations

• C32 : 6(D3)

• C36 : 15(D6h)

• C40 : 38(D2), 39(D5d)

Page 29: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Resultsn (# of isomers) Isomer no. π(Cn)

60 ( 1) 1 170 ( 1) 1 176 ( 2) 1 178 ( 5) 1 3

2 23 4

80 ( 7) 1 12 2

82 ( 9) 3 384 (24) 22 16

23 15

32 ( 6) 6 136 (15) 15 1540 (40) 38 2

39 1

Page 30: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Comments and conclusions

Stability of fullerenes is likely to depend on both local and global properties in anintricate way.

Fullerene graphs are all very much alike.

No indicator considered so far seems to be perfect.

“Law of Small Numbers”

Further search for more sensitive generic indicators is needed.

Indicators based on pentagon and hexagon abundances are promising, sincethey offer a possibilty of quantifying local effects.

Page 31: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Further developments

Bi-indices(M. Randic, Bled 2007)

Generalized combinatorial curvature(T. Reti, E. Bitay, Prediction of Fullerene Stability Using Topological Descriptors,Materials Science Forum 537–538 (2007) 439–448)

Locally sensitive indicators based on partitons of π-electrons

...

Page 32: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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References

[1] P.W. Fowler, D.E. Manolopoulos, An Atlas of Fullerenes, Clarendon Press,Oxford, 1995.

[2] I. Gutman, Ž. Tomovic, K. Müllen, J.P. Rabe, On the distribution of π-electronsin large polycyclic aromatic hydrocarbons, Chem. Phys. Lett. 397 (2004)412–416.

[3] A.T. Balaban, M. Randic , D. D. Vukicevic , Partition of π -electrons betweenfaces of polyhedral carbon aggregates, J. Math. Chem., 43 (2008) 773–779.

[4] M. Randic, H.W. Kroto, D. Vukicevic, Numerical Kekulé Structures ofFullerenes and Partitioning of π-Electrons to Pentagonal and Hexagonal Rings,J. Chem. Inf. Model. 47 (2007) 897–904.

Page 33: Graph-theoretic indicators of fullerene stability · 2009. 9. 29. · Stability of fullerenes is likely to depend on both local and global properties in an intricate way. Fullerene

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Hyperindex• Fullerenes

• Fullerene graphs

• Number of fullerenes

• Benzenoids

• Perfect matchings

• Indicators

• π-electron partition

• Prisms

• Barrels

• Tubular fullerenes

• Hypothesis

• Test space

• Results

• Conclusions

• Further developments

• References