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Original article
09 2022
:15;
104054
doi:
10.1016/j.arabjc.2022.104054

On valency based topological properties of the starphene St [ n , m , l ] and fenestrene F [ n , m ]

School of Computer Science of Information Technology, Qiannan Normal University for Nationalities, Duyun 558000, China
Institute of Computational Science and Technology, Guangzhou University, Guangzhou, China
Department of Mathematics, Air University Multan Campus, Multan, Pakistan
Department of Mathematics, TIMES Institute, Multan, Pakistan
Department of Computer Science, TIMES Institute, Multan, Pakistan
University of Engineering and Technology, Lahore, Pakistan (RCET), Pakistan
Department of Mathematics, Woman University Multan, Pakistan

⁎Corresponding author. attari_ab092@yahoo.com (Abdul Rauf)

Disclaimer:
This article was originally published by Elsevier and was migrated to Scientific Scholar after the change of Publisher.

Peer review under responsibility of King Saud University.

Abstract

In theoretical chemistry the quantitative parameters which are used to describe the atomic topology of graphs are termed as topological indices. Through these topological indices many physical and chemical characteristics such as melting point, entropy, energy generation and vaporisation enthalpy of chemical compounds can be predicted. The theory of graphs has a significant use in measuring the relationship of certain associated graphs with various topological indices. In this paper, we compute novel topological indices based on eV- and ve-degrees for starphene St [ n , m , l ] and fenestrene F [ n , m ] . A Maple-based algorithm is proposed for the calculation of ve and eV-degree based topological indices from the graph adjacency matrix.

Keywords

Valency based topological indices
Starphene and fenestrene structures
Algorithm for calculating valency based topological indices
05C09
05C92
92E10
PubMed
1

1 Introduction

Chemical graph theory is a branch of mathematical chemistry that applies graph theory to mathematical modeling of chemical phenomena. The topological index is a graph invariant that describes the molecular structure’s topology and transforms it to a real number that predicts certain of its physico-chemical characteristics such as freezing point, infrared spectrum, boiling point, viscosity, melting point, electronic parameters, and density (Zhong et al., 2021; Süleyman, 2017; Rauf et al., 2021). The reader may access to some of the previously published works on topological indices (Rauf et al., 2022; Sarkar et al., 2018; Sarkar and Pal, 2020; Naeem and Rauf, 2021; Rauf et al., 2021).

Starphene is a single ring of benzene that was surrounded by three identical substituents of arene (Rüdiger et al., 2019). The derivatives of benzene are manufactured on large scale for use in high-quality octane gasoline and production of polymer. Ortho-bromotetracene and ortho-dibromopentacene are suitable and undergoes the trimerization of Ni-catalyzed for the formation of starphene. The red starphene is made up of three hexacenes, with one centre ring shared with the orange star. Decastarphene-(3,3,3) is the largest unsubstituted derivatives of starphene which is formulated in 1968 by Clar and Mullen (1968). It is very complicated to prove that this is a complete aromatic conjugation that does not exist in starphene substituent. Starphene is an attractive compound due to its physicochemical properties. They inherited their character from arenes, which make them an interesting compound for the study of organic electronics and optics. It makes it very challenging for the synthesis of larger starphene due to their instability (Holec et al., 2021). The general fenestrenes uses the following formulas: L 2 , , 2 m - 1 2 - 2 , n , 2 , 2 , , 2 m - 1 , n , 2 , , 2 m - 1 2 - 2 . This is the ZZ polynomial of fenestrenes. This formula is helpful to find the alternative formula for the ZZ polynomial of fenestrenes F ( n , m ) . The structure of fenestrenes contains zigzag chains that forms four disconnected parts (Chou and Witek, 2015). Generally, fenestrenes are used for the testing of pro-apoptotic activities on the two human cancer cell line (THP-1 and SW620) (Hulot et al., 2010).

Let G = ( V , E ) be a simple graph, where V = V ( G ) is a non-empty set of elements referred to as vertices or points and E = E ( G ) is a set of unordered pairings of different members of V ( G ) referred to as edges or lines. The sets V ( G ) and E ( G ) are referred to as the vertex set and edge set respectively. The degree of a vertex v V ( G ) , represented by the symbol d v , is the number of edges that are incident to v. Two vertices u and v of G are adjacent if they are connected by an edge e = uv . The open neighbourhood of v is defined as the collection of vertices that are connected to u and is represented by the symbol N ( u ) . The closed neighbourhood of u denoted by N [ u ] is obtained by adding the vertex u to N ( u ) .

Topological indices (TI) plays an important role in explaining and quantifying the molecular structure of hydrocarbons. The first topological index was defined by Wiener (1947) while he was working on the boiling point of paraffin. Randic index was introduced by Randic (1975) and for any graph G, it is defined as R - 1 2 ( G ) = uv E 1 d v d u . Gutman and Trinajstic (1972) proposed the first and second Zagreb index in 1972 and applied them to the branching problem (Gutman et al., 1975). The first and second Zagreb indices are defined as M 1 ( G ) = uv E ( G ) ( d v + d u ) M 2 ( G ) = uv E ( G ) ( d v × d u ) . The sum connectivity index was proposed by Zhou and Trinajstic (2009). It is denoted and defined as: SCI ( G ) = xy E 1 d v + d u . Zhong (2012) proposed the harmonic index which is defined as follows: H ( G ) = uv E ( 2 d v + d u ) . Estrada et al. (1998) introduced the notion of Atom Bond Connectivity (ABC) index which is defined as ABC ( G ) = uv E d v + d u - 2 d v d u . Graovac and Pisanski (1991) proposed Geometric Arithmetic (GA) index which is defined as GA ( G ) = uv E 2 d v d u d v + d u . For more details on the study and computation of topological indices, the reader may refer to (Aslam et al., 2018; Aslam et al., 2017; Bashir et al., 2017; Chu et al., 2021).

Recently, two variants of degree based topological indices were proposed by Randic (1975). These indices are based on ve-degree and eV degree. Some mathematical properties of these indices were discussed by Bollobs and Erdos (1998). Ediz (Amic et al., 1998; Graovac and Pisanski, 1991; Estrada et al., 1998) translated the classical degree based topological indices into eV-degree and ve-degree based topological indices. It was observed that ve-degree based zagreb index has strong predictability power than the classical Zagreb index. The eV-degree of any edge uv = e E ( G ) is the total number of the vertices of closed neighbourhoods of the end vertices of an edge e. The eV degree of an edge e is denoted by Ψ ev ( e ) . The ve-degree of any vertex v V ( G ) is the total number of different edges which are adjacent to v and the first neighbor of v, and is denoted by Ψ ve ( v ) . The Mathematical formulas for some of the eV-degree and ve-degree based indices are presented in Table 1.

Table 1 Ev-degrees and ve-degree based indices.
Ev-degree based topological indices Notation Mathematical Formula
Randić index R ev e E Ψ ev ( e ) - 1 2
Zagreb index M ev e E Ψ ev ( e ) 2
Ve-degree based topological indices Notation Mathematical Formula
First Zagreb β -index M 1 β ve uv E Ψ ve ( u ) + Ψ ve ( v )
Second Zagreb β -index M 2 β ve uv E Ψ ve ( u ) × Ψ ve ( v )
Harmonic index H ve uv E 2 Ψ ve ( u ) + Ψ ve ( v )
Sum Connectivity index χ ve uv E Ψ ve ( u ) + Ψ ve ( v ) - 1 2
Geometric Arithmetic index GA ve uv E 2 Ψ ve ( u ) × Ψ ve ( v ) ( Ψ ve ( u ) + Ψ ve ( v ) )
Atom Bond Connectivity index ABC ve uv E Ψ ve ( u ) + Ψ ve ( v ) - 2 ( Ψ ve ( u ) × Ψ ve ( v ) )
Randić index R ve uv E Ψ ve ( u ) × Ψ ve ( v ) - 1 2
First Zagreb α -index M 1 α ve v V Ψ ve ( v ) 2

2

2 Structure of starphene St [ n , m , l ]

In this section, we discuss a class of benzenoid system named starphene. Starphene is colorless and its melting point is 198°C. If three hexagons are attached by a common vertex, the benzenoid structure is called peri-condensed, otherwise, we say catacondensed. We denote the structure of starphene by St [ n , m , l ] , where m , n , l denotes the number of hexagons in each linear chain attached with the central hexagon respectively. The molecular structure of starphene is depicted in Fig. 1. The structure of St [ n , m , l ] has total number of 2 ( 2 m + 2 n + 2 l - 3 ) vertices and 5 m + 5 n + 5 l - 9 edges. Let V i denotes the vertex set of St [ n , m , l ] containing the vertices of degree i. Then the vertex set V ( St [ n , m , l ] ) can be partitioned into two sets V 2 and V 3 with | V 2 | = 2 m + 2 n + 2 l and | V 3 | = 2 m + 2 n + 2 l - 6 . Let ε ( i , j ) denotes the edge set containing the edges of St [ n , m , l ] having degree of end vertices as i and j. The edge set of St [ n , m , l ] can be partitioned as follows: ε ( 2 , 2 ) containing 9 edge, ε ( 2 , 3 ) containing 2 ( 2 m + 2 n + 2 l - 9 ) edges and ε ( 3 , 3 ) containing m + n + l edges.

Structure of starphene St [ n , m , l ] .
Fig. 1
Structure of starphene St [ n , m , l ] .

2.1

2.1 Main results

Theorem 1

Let H denoted the graph of starphene St [ n , m , l ] . Let m , n , l 3 , then eV-degree Zagreb and Randic index are

(a)   M ev ( H ) = 136 m + 136 n + 136 l - 306 .

(b)   R ev ( H ) = ( 4 5 + 1 6 ) m + ( 4 5 + 1 6 ) n + ( 4 5 + 1 6 ) l + ( 9 2 - 18 5 ) .

Proof 1

By using the edge partition given in Table 2, we can compute the eV-degree Zagreb and Randić index as follows

Table 2 Edges partition for eV-degree of St [ n , m , l ] .
( Ψ ( u ) , Ψ ( v ) ) Ψ ev ( e ) Frequency
ε ( 2 , 2 ) 4 9
ε ( 2 , 3 ) 5 2 ( 2 m + 2 n + 2 l - 9 )
ε ( 3 , 3 ) 6 m + n + l

(a) Ev-degree Zagreb index M ev ( H ) = e E ( H ) Ψ ev ( e ) 2 , M ev ( H ) = ( 4 ) 2 | ε ( 2 , 2 ) | + ( 5 ) 2 | ε ( 2 , 3 ) | + ( 6 ) 2 | ε ( 3 , 3 ) | = 136 m + 136 n + 136 l - 306 .

(b) Ev-degree Randić index R ev ( H ) = e E ( H ) Ψ ev ( e ) - 1 2 , R ev ( H ) = ( 4 ) - 1 2 | ε ( 4 , 2 ) | + ( 5 ) - 1 2 | ε ( 2 , 3 ) | + ( 6 ) - 1 2 | ε ( 3 , 3 ) | = ( 4 5 + 1 6 ) m + ( 4 5 + 1 6 ) n + ( 4 5 + 1 6 ) l + ( 9 2 - 18 5 ) .

Fig. 2 and Numerical computation depicted in Table 5 and 6 shows an increasing behavior of eV-degree based indices with the increase in the value of n , m and l. Zhong et al. (2021) developed the quantitative structure–property relationship (QSPR) between physical properties (Docking Score, Binding Affinity, Molecular Weight and Topological Polar Surface) and ve- and eV-degree based topological indices. They examined that among eV-degree based indices, the first eV-degree Zagreb index ( M ev ) predict the molecular weight better than eV-degree Randic index ( R ev ). Hence, the above results of eV-degree based indices are helpful to measure the physical properties of starphene.

Theorem 2

Let H be a structure of starphene, then M 1 α ve ( H ) = 170 m + 170 n + 170 l - 390

Proof 2

The partition of vertex set of starphene based on ve degree of each vertex is depicted in Table 3. By using Table 3, we have first ve-degree Zagreb α -index

M 1 α ve ( H ) = v V ( H ) Ψ ve ( v ) 2 , M 1 α ve ( H ) = ( 4 ) 2 ( 6 ) + ( 5 ) 2 ( 6 ) + ( 6 ) 2 ( 2 m + 2 n + 2 l - 12 ) + ( 7 ) 2 ( 2 m + 2 n + 2 l - 12 ) + ( 8 ) 2 ( 6 ) = 170 m + 170 n + 170 l - 390 .
Plots of the indices (a) M ev and (b) R ev .
Fig. 2
Plots of the indices (a) M ev and (b) R ev .
Table 3 Vertices partition for ve-degrees of St [ n , m , l ] .
Ψ ( u ) Ψ ve ( u ) Frequency
2 4 6
2 5 6
2 6 2 m + 2 n + 2 l - 12
3 7 2 m + 2 n + 2 l - 12
3 8 6

Fig. 3 shows an increasing behavior of first Zagreb alpha index ( M 1 α ve ) with an increase in the values of n , m and l. Süleyman (2017) developed QSPR between physical properties (Enthalpy of vaporization (HVAP), Entropy, Standard enthalpy of vaporization (DHVAP), and Acentric factor) and ve and eV-degree based Zagreb and Randic type indices(Süleyman, 2017). He examines that M 1 α ve can be helpful to predict the physical property Acentric Factor. Zhong et al. (2021) analyzed that M 1 α ve can predict the molecular weight better than eV-degree Randic index ( R ev ). Hence, the above result of ve-degree based index can be helpful to estimate the physical properties of starphene.

Theorem 3

Let H be a structure of starphene St [ n , m , l ] structure and m , n , l 3 , then

(a)   M 1 β ve ( H ) = 66 m + 66 n + 66 l - 144 .

(b)   M 2 β ve ( H ) = 217 m + 217 n + 217 l - 504 .

(c)   ABC ve ( H ) = ( 4 11 42 + 12 7 ) m + ( 4 11 42 + 12 7 ) n + ( 4 11 42 + 12 7 ) l         + ( 3 6 4 + 6 7 20 + 6 10 35 - 30 11 42 - 6 12 7 + 3 14 4 + 3 ) .

(d)   GA ve ( H ) = ( 8 42 13 + 1 ) m + ( 8 42 13 + 1 ) n + ( 8 42 13 + 1 ) l + ( 8 5 3 - 60 42 13 + 24 3 7 + 35 + 3 ) .

(e)   H ve ( H ) = 414 546 m + 414 546 n + 414 546 l - 427 546 .

(f)   χ ve ( H ) = ( 4 13 + 1 14 ) m + ( 4 13 + 1 14 ) n + ( 4 13 + 1 14 ) l + ( 3 8 + 6 12 - 30 13 + 7 2 ) .

(g)   R ve ( H ) = ( 4 42 + 1 7 ) m + ( 4 42 + 1 7 ) n + ( 4 42 + 1 7 ) l + ( 9 14 + 6 20 + 6 35 - 30 42 + 6 48 ) .

Proof 3

By using the edge partition given in Table 4, we can compute the topological indices based on the ve degree of end vertices of each edge as follows

(a) First Zagreb β -index M 1 β ve ( H ) = uv E ( H ) ( Ψ ve ( u ) + Ψ ve ( v ) ) , M 1 β ve ( H ) = ( 8 ) | E 1 | + ( 9 ) | E 2 | + ( 12 ) | E 3 | + ( 13 ) | E 4 | + ( 14 ) | E 5 | + ( 14 ) | E 6 | + ( 16 ) | E 7 | = 66 m + 66 n + 66 l - 144 .
Plot of M 1 α ve .
Fig. 3
Plot of M 1 α ve .
Table 4 Edges Partition based on ve-degree of end vertices of each edge of St [ n , m , l ] .
Edge ( Ψ ve ( u ) , Ψ ve ( v ) ) Frequency
E 1 (4, 4) 3
E 2 (4, 5) 6
E 3 (5, 7) 6
E 4 (6, 7) 2 ( 2 m + 2 n + 2 l - 15 )
E 5 (6, 8) 6
E 6 (7, 7) m + n + l - 6
E 7 (8, 8) 6
Table 5 Numerical results of topological indices for different values of [ n , m , l ] .
[ n , m , l ] M ev ( H ) R ev ( H ) M 1 α ve ( H ) M 1 β ve ( H ) M 2 β ve ( H )
[ 1 , 1 , 1 ] 102 3.0415 126 54 147
[ 2 , 2 , 2 ] 510 9.6328 642 252 798
[ 3 , 3 , 3 ] 918 16.2241 1158 450 1449
[ 4 , 4 , 4 ] 1326 22.8154 1674 648 2100
[ 5 , 5 , 5 ] 1734 29.4067 2190 846 2751
[ 6 , 6 , 6 ] 2142 35.9980 2706 1044 3402
[ 7 , 7 , 7 ] 2550 42.5893 3222 1242 4053
[ 8 , 8 , 8 ] 2958 49.1806 3738 1440 4704
[ 9 , 9 , 9 ] 3366 55.7719 4254 1638 5355
[ 10 , 10 , 10 ] 3774 62.3632 4770 1836 6006

(b) Second Zagreb β -index M 2 β ve ( H ) = uv E ( H ) ( Ψ ve ( u ) × Ψ ve ( v ) ) , M 2 β ve ( H ) = ( 16 ) | E 1 | + ( 20 ) | E 2 | + ( 35 ) | E 3 | + ( 42 ) | E 4 | + ( 48 ) | E 5 | + ( 49 ) | E 6 | + ( 64 ) | E 7 | = 217 m + 217 n + 217 l - 504 .

(c) Atom-bond connectivity index ABC ve ( H ) = uv E ( H ) Ψ ve ( u ) + Ψ ve ( v ) - 2 ( Ψ ve ( u ) × Ψ ve ( v ) ) , ABC ve ( H ) = ( 6 16 ) | E 1 | + ( 7 20 ) | E 2 | + ( 10 35 ) | E 3 | + ( 11 42 ) | E 4 | + ( 12 48 ) | E 5 | + ( 12 49 ) | E 6 | + ( 14 64 ) | E 7 | = ( 4 11 42 + 12 7 ) ( m + n + l ) + ( 3 6 4 + 6 7 20 + 6 10 35 - 30 11 42 - 6 12 7 + 3 14 4 + 3 ) .

(d)  Geometric-arithmetic index GA ve ( H ) = uv E ( H ) 2 Ψ ve ( u ) × Ψ ve ( v ) ( Ψ ve ( u ) + Ψ ve ( v ) ) , GA ve ( H ) = ( 2 16 8 ) | E 1 | + ( 2 20 9 ) | E 2 | + ( 2 35 12 ) | E 3 | + ( 2 42 13 ) | E 4 | + ( 2 48 14 ) | E 5 | + ( 2 49 14 ) | E 6 | + ( 2 64 16 ) | E 7 | = ( 8 42 13 + 1 ) m + ( 8 42 13 + 1 ) n + ( 8 42 13 + 1 ) l + ( 8 5 3 - 60 42 13 + 24 3 7 + 35 + 3 ) .

(e)  Harmonic index H ve ( H ) = uv E ( H ) 2 Ψ ve ( u ) + Ψ ve ( v ) , H ve ( H ) = ( 2 8 ) | E 1 | + ( 2 9 ) | E 2 | + ( 2 12 ) | E 3 | + ( 2 13 ) | E 4 | + ( 2 14 ) | E 5 | + ( 2 14 ) | E 6 | + ( 2 16 ) | E 7 | = 414 546 m + 414 546 n + 414 546 l - 427 546 .

(f)  Sum-connectivity index χ ve ( H ) = uv E ( H ) ( Ψ ve ( u ) + Ψ ve ( v ) ) - 1 2 , χ ve ( H ) = ( 8 ) - 1 2 | E 1 | + ( 9 ) - 1 2 | E 2 | + ( 12 ) - 1 2 | E 3 | + ( 13 ) - 1 2 | E 4 | + ( 14 ) - 1 2 | E 5 | + ( 14 ) - 1 2 | E 6 | + ( 16 ) - 1 2 | E 7 | = ( 4 13 + 1 14 ) m + ( 4 13 + 1 14 ) n + ( 4 13 + 1 14 ) l + ( 3 8 + 6 12 - 30 13 + 7 2 ) .

(g)  Randic index R ve ( H ) = uv E ( H ) ( Ψ ve ( u ) × Ψ ve ( v ) ) - 1 2 , R ve ( H ) = ( 16 ) - 1 2 | E 1 | + ( 20 ) - 1 2 | E 2 | + ( 35 ) - 1 2 | E 3 | + ( 42 ) - 1 2 | E 4 | + ( 48 ) - 1 2 | E 5 | + ( 49 ) - 1 2 | E 6 | + ( 64 ) - 1 2 | E 7 | = ( 4 42 + 1 7 ) m + ( 4 42 + 1 7 ) n + ( 4 42 + 1 7 ) l + ( 9 14 + 6 20 + 6 35 - 30 42 + 6 48 ) .

Figs. 4–7 shows the behavior of the computed topological indices based on ve degree. The values of all these topological indices increases with the increase in the value of m , n and l. Süleyman (2017) examines that the second Zagreb beta index can be used to predicts the entropy and the Randic index can be helpful to predicts the Enthalpy of vaporization and Standard enthalpy of vaporization. Zhong et al. (2021) investigated that the first Zagreb beta index ( M 1 β ve ) predicts the molecular weight and Topological Polar Surface better than other ve-degree based topological indices. Overall, M 1 β ve is the best predictor of the molecular weight and Topological Polar Surface in all ve- and eV-degree based indices. Hence, the above results are helpful to measure the physical properties of starphene.

plots of the indices (a) M 1 β ve and (b) M 2 β ve .
Fig. 4
plots of the indices (a) M 1 β ve and (b) M 2 β ve .
plots of the indices (a) ABC ve and (b) GA ve .
Fig. 5
plots of the indices (a) ABC ve and (b) GA ve .
Plots of the indices (a) H ve and (b) χ ve .
Fig. 6
Plots of the indices (a) H ve and (b) χ ve .
Plot of the indices R ve .
Fig. 7
Plot of the indices R ve .

3

3 Structure of fenestrene F [ n , m ]

In this section, we discuss about the fenestrene structure which belongs to the class of benzenoid systems. Acenes are benzene rings fused linearly. We denote the structure of fenestrene by F [ n , m ] , where m and n denoted the number of hexagons in each row and column respectively. The molecular structure of fenestrene is depicted in Fig. 8. The structure of F [ n , m ] has 8 ( m + n ) vertices. For n = 1 , 2 the graph of F [ n , m ] has 6 mn + 7 m + 5 n + 1 edges and for n 3 it has 20 m + 10 n - 10 edges. Let ε ( i , j ) denotes the edge set containing the edges of F [ n , m ] with end vertices of degree i and j respectively. The edge set of F [ n , m ] can be partitioned based on the degree of end vertices as follows: ε ( 2 , 2 ) containing 4 m + 2 edge, ε ( 2 , 3 ) containing 8 m + 8 n - 12 edges and ε ( 3 , 3 ) containing 8 m + 2 n edges.

Fenestrene structure F [ n , m ] .
Fig. 8
Fenestrene structure F [ n , m ] .

3.1

3.1 Main results

Theorem 4

Let H denotes the structure of fenestrene F [ n , m ] . Let m 2 and n 3 , then eV-degree Zagreb and Randic index of fenestrene are

(a)   M ev ( H ) = 552 m + 272 n - 268 .

(b)   R ev ( H ) = ( 8 5 + 8 6 + 2 ) m + ( 8 5 + 2 6 ) n - 12 5 + 1 .

Proof 4

By using the edge partition given in Table 7, we can compute the eV-degree Zagreb and Randic index as follows

(a) Ev-degree Zagreb index M ev ( H ) = e E ( H ) Ψ ev ( e ) 2 , M ev ( H ) = ( 4 ) 2 | ε ( 2 , 2 ) | + ( 5 ) 2 | ε ( 2 , 3 ) | + ( 6 ) 2 | ε ( 3 , 3 ) | = 552 m + 272 n - 268 .
Table 6 Numerical results of the indices for different values of [ n , m , l ] .
[ n , m , l ] ABC ve ( H ) GA ve ( H ) H ve ( H ) χ ve ( H ) R ve ( H )
[ 1 , 1 , 1 ] 3.7037 5.8707 −0.0073 2.1022 1.5158
[ 2 , 2 , 2 ] 11.3295 20.8352 2.2674 6.2322 3.7960
[ 3 , 3 , 3 ] 18.9554 35.7996 4.5421 10.3622 6.0762
[ 4 , 4 , 4 ] 26.5812 50.7641 6.8168 14.4921 8.3565
[ 5 , 5 , 5 ] 34.2070 65.7285 9.0916 18.6221 10.6367
[ 6 , 6 , 6 ] 41.8328 80.6929 11.3663 22.7521 12.9169
[ 7 , 7 , 7 ] 49.4586 95.6574 13.6410 26.8821 15.1971
[ 8 , 8 , 8 ] 57.0844 110.6218 15.9158 31.0121 17.4773
[ 9 , 9 , 9 ] 64.7102 125.5863 18.1905 35.1421 19.7575
[ 10 , 10 , 10 ] 72.3360 140.5507 20.4652 39.2721 22.0377
Table 7 Edges partitions for eV-degree of F [ n , m ] .
( Ψ ( u ) , Ψ ( v ) ) Ψ ev ( e ) Frequency
ε ( 2 , 2 ) 4 4 m + 2
ε ( 2 , 3 ) 5 8 m + 8 n - 12
ε ( 3 , 3 ) 6 8 m + 2 n

(b) Ev-degree Randić index R ev ( H ) = e E ( H ) Ψ ev ( e ) - 1 2 , R ev ( H ) = ( 4 ) - 1 2 | ε ( 4 , 2 ) | + ( 5 ) - 1 2 | ε ( 2 , 3 ) | + ( 6 ) - 1 2 | ε ( 3 , 3 ) | = ( 8 5 + 8 6 + 2 ) m + ( 8 5 + 2 6 ) n - 12 5 + 1 .

Theorem 5

Let H denotes the structure of fenestrene F [ n , m ] , then M 1 α ve ( H ) = 712 m + 340 n - 316

Proof 5

The vertex partition of H based on ve degree is depicted in Table 8. Using the definition of the topological index we get

M 1 α ve ( H ) = v V ( H ) Ψ ve ( v ) 2 , M 1 α ve ( H ) = ( 5 ) 2 ( 8 m + 4 ) + ( 6 ) 2 ( 4 n - 8 ) + ( 7 ) 2 ( 4 n - 4 ) + ( 8 ) 2 ( 8 m - 4 ) + ( 9 ) 2 ( 4 ) = 712 m + 340 n - 316 .
Theorem 6

Let H be a structure of fenestrene F [ n , m ] structure and m 2 and n 3 , then

(a)   M 1 β ve ( H ) = 272 m + 134 n - 134 .

(b)   M 2 β ve ( H ) = 932 m + 448 n - 422 .

(c)   ABC ve ( H ) = ( 8 2 5 + 4 11 10 + 14 ) m + ( 8 11 42 + 13 14 ) n + ( 4 2 5 + 12 2 7 .        - 4 11 10 - 20 11 42 - 13 14 + 4 14 63 + 4 15 3 2 - 4 5 ) .

(d)   GA ve ( H ) = ( 32 10 13 + 12 ) m + ( 16 42 13 + 8 14 15 ) n + ( 16 3 7 - 40 42 13 - 32 10 13 .        + 2 35 - 8 14 15 + 3 7 2 + 16 72 17 - 8 ) .

(e)   H ve ( H ) = 197 65 m + 52 45 n + 42991 21420 .

(f)   χ ve ( H ) = ( 4 10 + 8 13 + 2 ) m + ( 8 13 + 2 15 ) n + ( 2 10 + 9 3 - 8 13 - 20 13 + 4 14 .       - 2 15 - 5 2 + 8 17 + 1 ) .

(g)   R ve ( H ) = ( 4 5 + 5 10 + 1 ) m + ( 8 42 + 1 14 ) n + ( 2 5 + 12 35 - 4 13 - 20 42 + 1 9 .       - 1 14 + 4 3 7 - 5 4 + 4 3 2 ) .

Proof 6

By using the edge partition given in Table 9, we can compute the indices based on the ve degree of end vertices of each edge as follows

Table 8 Vertex partition of F [ n , m ] based on ve degree.
Ψ ( u ) Ψ ve ( u ) Frequency
2 5 8 m + 4
2 6 4 n - 8
3 7 4 n - 4
3 8 8 m - 4
3 9 4
Table 9 Edges Partition based on ve-degree of end vertices of each edge of F [ n , m ] .
Edge ( Ψ ve ( u ) , Ψ ve ( v ) ) Frequency
E 1 (5, 5) 4 m + 2
E 2 (5, 7) 12
E 3 (5, 8) 8 m - 8
E 4 (6, 7) 4 ( 2 n - 5 )
E 5 (6, 8) 4
E 6 (7, 8) 2 n - 2
E 7 (7, 9) 4
E 8 (8, 8) 8 m - 10
E 9 (8, 9) 8

(a) First Zagreb β -index M 1 β ve ( H ) = uv E ( H ) ( Ψ ve ( u ) + Ψ ve ( v ) ) , M 1 β ve ( H ) = ( 10 ) | E 1 | + ( 12 ) | E 2 | + ( 13 ) | E 3 | + ( 13 ) | E 4 | + ( 14 ) | E 5 | + ( 15 ) | E 6 | + ( 16 ) | E 7 | + ( 16 ) | E 8 | + ( 17 ) | E 9 | = 272 m + 134 n - 134 .

(b) Second Zagreb β -index M 2 β ve ( H ) = uv E ( H ) ( Ψ ve ( u ) × Ψ ve ( v ) ) , M 2 β ve ( H ) = ( 25 ) | E 1 | + ( 35 ) | E 2 | + ( 40 ) | E 3 | + ( 42 ) | E 4 | + ( 48 ) | E 5 | + ( 56 ) | E 6 | + ( 63 ) | E 7 | + ( 64 ) | E 8 | + ( 72 ) | E 9 | = 932 m + 448 n - 422 .

(c) Atom-bond connectivity index ABC ve ( H ) = uv E ( H ) Ψ ve ( u ) + Ψ ve ( v ) - 2 ( Ψ ve ( u ) × Ψ ve ( v ) ) , ABC ve ( H ) = ( 8 25 ) | E 1 | + ( 10 35 ) | E 2 | + ( 11 40 ) | E 3 | + ( 11 42 ) | E 4 | + ( 12 48 ) | E 5 | + ( 13 56 ) | E 6 | + ( 14 63 ) | E 7 | + ( 14 64 ) | E 8 | + ( 15 72 ) | E 9 | = ( 8 2 5 + 4 11 10 + 14 ) m + ( 8 11 42 + 13 14 ) n + ( 4 2 5 + 12 2 7 - 4 11 10 - 20 11 42 - 13 14 + 4 14 63 + 4 15 3 2 - 4 5 ) .

(d)  Geometric-arithmetic index GA ve ( H ) = uv E ( H ) 2 Ψ ve ( u ) × Ψ ve ( v ) ( Ψ ve ( u ) + Ψ ve ( v ) ) , GA ve ( H ) = ( 2 25 10 ) | E 1 | + ( 2 35 12 ) | E 2 | + ( 2 40 13 ) | E 3 | + ( 2 42 13 ) | E 4 | + ( 2 48 14 ) | E 5 | + ( 2 56 15 ) | E 6 | + ( 2 63 16 ) | E 7 | + ( 2 64 16 ) | E 8 | + ( 2 72 17 ) | E 9 | = ( 32 10 13 + 12 ) m + ( 16 42 13 + 8 14 15 ) n + ( 16 3 7 - 40 42 13 - 32 10 13 + 2 35 - 8 14 15 + 3 7 2 + 16 72 17 - 8 ) .

(e)  Harmonic index H ve ( H ) = uv E ( H ) 2 Ψ ve ( u ) + Ψ ve ( v ) , H ve ( H ) = ( 2 10 ) | E 1 | + ( 2 12 ) | E 2 | + ( 2 13 ) | E 3 | + ( 2 13 ) | E 4 | + ( 2 14 ) | E 5 | + ( 2 15 ) | E 6 | + ( 2 16 ) | E 7 | + ( 2 16 ) | E 8 | + ( 2 17 ) | E 9 | = 197 65 m + 52 45 n + 42991 21420 .

(f)  Sum-connectivity index χ ve ( H ) = uv E ( H ) ( Ψ ve ( u ) + Ψ ve ( v ) ) - 1 2 , χ ve ( H ) = ( 10 ) - 1 2 | E 1 | + ( 12 ) - 1 2 | E 2 | + ( 13 ) - 1 2 | E 3 | + ( 13 ) - 1 2 | E 4 | + ( 14 ) - 1 2 | E 5 | + ( 15 ) - 1 2 | E 6 | + ( 16 ) - 1 2 | E 7 | + ( 16 ) - 1 2 | E 8 | + ( 17 ) - 1 2 | E 9 | = ( 4 10 + 8 13 + 2 ) m + ( 8 13 + 2 15 ) n + ( 2 10 + 9 3 - 8 13 - 20 13 + 4 14 - 2 15 - 5 2 + 8 17 + 1 ) .

(g)  Randić index R ve ( H ) = uv E ( H ) ( Ψ ve ( u ) × Ψ ve ( v ) ) - 1 2 , R ve ( H ) = ( 25 ) - 1 2 | E 1 | + ( 35 ) - 1 2 | E 2 | + ( 40 ) - 1 2 | E 3 | + ( 42 ) - 1 2 | E 4 | + ( 48 ) - 1 2 | E 5 | + ( 56 ) - 1 2 | E 6 | + ( 63 ) - 1 2 | E 7 | + ( 64 ) - 1 2 | E 8 | + ( 72 ) - 1 2 | E 9 | = ( 4 5 + 5 10 + 1 ) m + ( 8 42 + 1 14 ) n + ( 2 5 + 12 35 - 4 13 - 20 42 + 1 9 - 1 14 + 4 3 7 - 5 4 + 4 3 2 ) .

Figs. 9–14 and Numerical computations depicted in Tables 10 and 11 shows that an increase in the value of n and m increases the value of these topological indices. Zhong et al. (2021) examined that the first eV-degree Zagreb index ( M ev ) predict the molecular weight better than eV-degree Randic index ( R ev ). The first ve-degree Zagreb beta index ( M 1 β ve ) predicts the molecular weight and Topological Polar Surface better than other ve-degree of end vertices based indices. Overall, M 1 β ve is the best predictor of the molecular weight and Topological Polar Surface in all ve- and eV-degree based indices. Süleyman (2017) examines that the M 1 α ve can be helpful to predicts the physical property Acentric Factor. Also, the second Zagreb beta index predicts the entropy and the Randic index predicts the Enthalpy of vaporization and Standard enthalpy of vaporization, respectively. Hence, the above results are helpful to measure the physical properties of fenestrene.

Plots of the indices, (a) M ev and (b) R ev .
Fig. 9
Plots of the indices, (a) M ev and (b) R ev .
Plot of M 1 α ve .
Fig. 10
Plot of M 1 α ve .
plots of the indices (a) M 1 β ve and (b) M 2 β ve .
Fig. 11
plots of the indices (a) M 1 β ve and (b) M 2 β ve .
plots of the indices (a) ABC ve and (b) GA ve .
Fig. 12
plots of the indices (a) ABC ve and (b) GA ve .
Plots of the indices (a) H ve and (b) χ ve .
Fig. 13
Plots of the indices (a) H ve and (b) χ ve .
Plot of the indices R ve .
Fig. 14
Plot of the indices R ve .
Table 10 Numerical results of the indices for different values of [ n , m ] .
[ n , m ] M ev ( H ) R ev ( H ) M 1 α ve ( H ) M 1 β ve ( H ) M 2 β ve ( H )
[ 1 , 1 ] 556 14.2379 736 272 958
[ 2 , 2 ] 1380 27.4758 1788 678 2338
[ 3 , 3 ] 2204 40.7137 2840 1084 3718
[ 4 , 4 ] 3028 53.9516 3892 1490 5098
[ 5 , 5 ] 3852 67.1895 4944 1896 6478
[ 6 , 6 ] 4676 80.4274 5996 2302 7858
[ 7 , 7 ] 5500 93.6653 7048 2708 9238
[ 8 , 8 ] 6324 106.9032 8100 3114 10618
[ 9 , 9 ] 7148 120.1411 9152 3520 11998
[ 10 , 10 ] 7972 133.3790 10204 3926 13378
Table 11 Numerical results of the indices for different values of [ n , m ] .
[ n , m ] ABC ve ( H ) GA ve ( H ) H ve ( H ) χ ve ( H ) R ve ( H )
[ 1 , 1 ] 12.1459 19.7815 6.1934 7.2746 4.0880
[ 2 , 2 ] 27.4033 49.5374 10.3797 15.4936 8.9708
[ 3 , 3 ] 42.6607 79.2933 14.5660 23.7125 13.8536
[ 4 , 4 ] 57.9181 109.0492 18.7523 31.9314 18.7364
[ 5 , 5 ] 73.1755 138.8051 22.9387 40.1503 23.6193
[ 6 , 6 ] 88.4329 168.5610 27.1250 48.3692 28.5021
[ 7 , 7 ] 103.6903 198.3170 31.3113 56.5881 33.3849
[ 8 , 8 ] 118.9477 228.0729 35.4976 64.8070 38.2678
[ 9 , 9 ] 134.2051 257.8288 39.6840 73.0259 43.1506
[ 10 , 10 ] 149.4624 287.5847 43.8703 81.2448 48.0334

4

4 Numerical results and discussions

There are numerous applications of experimental research in chem-informatics and biomedicine, where different graph topological evaluations are utilized to handle many complex schemes. In the book ”Methods of Chemometrics”, Xu and Shao (2004) incorporated the QSAR/QSPR applications systematically. We have calculated the numerical results based on the topological indices of starphene St [ n , m , l ] and fenestrene F [ n , m ] . Graphs and tables assist visualize the physical meaning of computed indices. The results are shown in the Tables 5 and 6 for the molecular structure of starphene St [ n , m , l ] and in Tables 10 and 11 for the molecular structure of fenestrene F [ n , m ] . It can been seen from Figs. 2,3,4,5,6,7,9,10,11,12,13,14 that all the computed topological indices increase with the increase in the values of m , n , and l respectively. Rauf et al. (2021) developed the QSPR between ve and eV-degree based indices and physical properties of benzene derivatives. They examined that enthalpy, boiling point, molecular weight and π -electron energy can be predicted by R ve , ABC ve , χ ve and R ev , respectively. Hence, the computed results can be helpful to predict certain physical/chemical properties of the considered structures.

5

5 Special case for calculations in starphene molecular structure: Application of maple algorithm

We can compute the degree matrix, eV-degree and ve-degree for the given graph through Maple software. Consider the molecular graph of starphene with n = 3 , m = 3 and l = 3 having 30 vertices and 36 edges. First we get an adjacency matrix M of a graph whose size is 30-by-30. The resultant adjacency matrix M is obtained by using newGraph software whose calculation procedure is given in Hayat and Khan (2021).

Now, from the adjacency matrix we calculated ve-degree and eV-degree of vertices using Maple software. For the degree of vertices, we add the row entries of M. After adding the row entries we get a matrix MI of order 30-by-1.

MI =[2, 2, 2, 3, 2, 3, 3, 2, 3, 2, 2, 2, 2, 3, 2, 3, 3, 2, 3, 2, 2, 2, 2, 3, 2, 3, 3, 2, 3, 2].

The above matrix gives the degree of vertices according to vertices labelled in Fig. 15. For ve-degree of vertices, we will multiply the adjacency matrix M and MI. We get the required column matrix KI for ve-degree of vertices.

Starphene structure for n = 3 , m = 3 and l = 3 .
Fig. 15
Starphene structure for n = 3 , m = 3 and l = 3 .

KI= [4, 4, 5, 7, 6, 8, 8, 6, 7, 5, 4, 4, 5, 7, 6, 8, 8, 6, 7, 5, 4, 4, 5, 7, 6, 8, 8, 6, 7, 5] Let i and j denotes the rows and columns of adjacency matrix. For eV-degree we will multiply the ( i , j ) th entry of the adjacency matrix with the sum of MI ( M ) i and MI ( M ) j . We get a matrix (namely N) of order 30-by-30. Finally we consider the upper triangular matrix and use the commands to compute each topological index. The values of the computed indices are presented below M ev ( G ) = 918 . M ev ( G ) = 3 6 2 + 18 5 5 + 9 2 . M 1 α ve ( G ) = 1140 . M 1 β ve ( G ) = 450 . M 2 β ve ( G ) = 1449 . ABC ve ( G ) = 3 + 45 14 28 + 462 7 + 3 6 4 + 3 35 5 + 6 3 7 . GA ve ( G ) = 12 + 8 5 3 + 35 + 12 42 13 + 24 3 7 . H ve ( G ) = 3299 546 . χ ve ( G ) = 7 2 + 3 2 4 + ( 3 ) + 6 13 13 + 9 14 14 . R ve ( G ) = 27 14 + 3 5 5 + 6 35 35 + 42 7 + 3 2 . Similarly, we can calculate all the above indices through an adjacency matrix for fenestrene. Our results can be verified of fenestrene for case m 2 and n 3 .

6

6 Conclusion

In this paper, we assessed the eV and ve degree indices and their graphical representations for the molecular structures of starphene St [ n , m , l ] and fenestrene F [ n , m ] . These indices may be helpful to predict the physicochemical characteristics of starphene and fenestrene (Süleyman, 2017; Rauf et al., 2021). Moreover, a special case for starphene is presented in Section 6 by using software (Maple) to calculate the eV and ve-degree based topological indices. All the results obtained here can be verified by using our proposed algorithm.

Funding

This work was funded in part by the National Natural Science Foundation of China (grant no. 62002079).

Declaration of Competing Interest

The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

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