Abstract
Let G be a connected graph and u and v two vertices of G. The hyper-Wiener index of graph G is
1 Introduction
Let G be a graph with vertex set V(G) and edge set E(G). The distance dG(u, v) between vertices u and v is the number of edges on a shortest path connecting these vertices in G. Let u ∈ V(G). Denoted by DG(u) is the sum of the distances between u and all other vertices of G.
The Wiener index [1] of G is defined as the sum of distances between all pairs of vertices in G, i.e.,
The hyper-Wiener index of G, denoted by WW(G), is defined as
where the summation goes over all pairs of vertices in G. For two vertices u and v of G, set αG(u, v) = dG(u, v)(dG(u, v) + 1) and AG(u) =
The hyper-Wiener index, which was first proposed by Milan Randić [2], is introduced as one of the distance-based molecular structure descriptors. Klein et al. [3] extended Randić“s definition as a generalization of the Wiener index for all connected graphs. For more studies on hyper-Wiener index, see [5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25], among others.
The polyphenyl system with n hexagons is obtained from two adjacent hexagons that are sticked by a path. Polyphenyl systems are of great importance for theoretical chemistry because they are natural molecular graph representations of benzenoid hydrocarbons [26].
A polyphenyl system is called a polyphenyl chain PCn with n hexagons [4, 26], and it can be regarded as a polyphenyl chain PCn−1 with n − 1 hexagons adjoining to a new terminal hexagon by a cut edge, the resulting graph see Figure 1.

A polyphenyl chain PCn with n hexagons.
Let PCn = B1B2 ⋯ Bn be a polyphenyl chain with n(n ≥ 2) hexagons, where Bi is the i-th hexagon of PCn attached to Bi−1 by a cut edge ui−1ci, i = 2, 3, ⋯, n. A vertex v of Hi is said to be ortho-, meta- and para- vertex of Hi if the distance between v and ci is 1, 2 and 3, denoted by oi, mi and pi, respectively. In particular, A polyphenyl chain PCn is a polyphenyl ortho-chain if ui = oi for 2 ≤ i ≤ n − 1, denoted by PCOn. A polyphenyl chain PCn is a polyphenyl meta-chain if ui = mi for 2 ≤ i ≤ n − 1, denoted by PCMn. A polyphenyl chain PCn is a polyphenyl para-chain if ui = pi for 2 ≤ i ≤ n − 1, denoted by PCPn.
A polyphenyl spider, denoted by PS(r, s, t), is obtained by three nonadjacent vertices of a hexagon B joining a polyphenyl chain PCi(i = r, s, t), respectively, the resulting graph see Figure 2. In particular, the hexagon B is called the center of PS(r, s, t), and three components of PS(r, s, t) deleting the center B are called legs of PS(r, s, t). A polyphenyl spider is called a polyphenyl ortho-spiedr if every leg of the polyphenyl spider is a polyphenyl ortho-chain. A polyphenyl spider is called a polyphenyl meta-spiedr if every leg of the polyphenyl spider is a polyphenyl meta-chain. A polyphenyl spider is called a polyphenyl para-spiedr if every leg of the polyphenyl spider is a polyphenyl para-chain. Clearly, a polyphenyl spider is a polyphenyl system.

A polyphenyl spider PS(r, s, t).
In this paper, we mainly investigate the properties of hyper-Wiener indices of polyphenyl chains and polyphenyl spiders. The rest of this paper is organized as follows. In Section 2, we present some properties of hyper-Wiener index of polyphenyl chains, and give the lower and upper bounds on the hyper-Wiener index among polyphenyl chains. In Section 3, we will give some properties of hyper-Wiener index of polyphenyl spiders, and the extremal polyphenyl spiders with respect to the hyper-Wiener index are obtained.
2 Hyper-Wiener index of polyphenyl chains
In this section, we will investigate some properties of hyper-Wiener index of polyphenyl chains.
Theorem 2.1
Let PCn be a polyphenyl chain with n(n ≥ 2) hexagons and un−1cn a cut edge of PCn(see Figure 1). Then
Proof
By Eq. (2), we obtain that
where
Simplifying M, we have
By (1) and definitions of AG(u) and DG(u), we have WW(C6) = 42, AC6(cn) = 28 and DC6(cn) = 9.
By (3) and (4), we obtain that
The proof is completed. □
Lemma 2.2
Let PSPn(n ≥ 2) be a polyphenyl para-chain with n hexagons. Then
Proof
By the definition of DG(u), we have
Similarly, by the definition of AG(u), we obtain that
By Theorem 2.1, (5) and (6), we have
□
Lemma 2.3
Let PSOn(n ≥ 2) be a polyphenyl ortho-chain with n hexagons. Then
Proof
By the definition of DG(u), we have
Similarly, by the definition of AG(u), we have
By Theorem 2.1, (7) and (8), we obtain that
□
Theorem 2.4
Let 𝒢n be the set containing all polyphenyl chains with n hexagons. If PCn ∈ 𝒢n, then
where the first equality holds if and only if PCn ≅ PCPn, and the second equality holds if and only if PCn ≅ PCOn.
Proof
Since 𝒢1 = {PCP1 = PCO1 = PCM1}, 𝒢2 = {PCP2 = PCO2 = PCM2}, and 𝒢3 = {PCP3, PCO3, PCM3}, it suffices to consider the case n ≥ 3.
By the definition of a polyphenyl chain, we know that any element PCi = B1B2 … Bi−1Bi ∈ 𝒢i can be obtained from a polyphenyl chain PCi−1 = B1B2 … Bi−1 by attaching a hexagon Bi to ortho-, meta- or para-vertex of Bi−1 in PCi−1.
Checking PCn−1, it can be known that dPCn−1(u, x) ≤ dPCn−1(u, y) ≤ dPCn−1(u, z), where u is any vertex of PCn−1, and x, y, z is an ortho-, meta- and para-vertex of Bn−1 in PCn−1. This implies, by the definitions of AG(u) and DG(u), that APCn−1(x) < APCn−1(y) < APCn−1(z) and DPCn−1(x) < DPCn−1(y) < DPCn−1(z). By the definition of a polyphenyl chain, PCn can be generated from PCn−1 by attaching a hexagon Bn through three attaching. We use
3 Hyper-Wiener index of polyphenyl spiders
In this section, we will investigate the properties of hyper-Wiener index of polyphenyl chains.
Theorem 3.1
Let PS(r, s, t)(r ≥2, s, t ≥ 1) be a polyphenyl spider and ur−1cr a cut edge of leg PCr of PS(r, s, t) (see Figure 2). Then
Proof
Suppose
Simplifying M, we have
By (1) and definitions of AG(u) and DG(u), we have WW(C6) = 42, AC6(cr) = 28 and DC6(cr) = 9.
By (3) and (4), we obtain that
The proof is completed. □
We shall use 𝒯(r, s, t) to denote the set of all polyphenyl spiders with three legs of lengths r, s, t.
Theorem 3.2
Let PS(r, s, t) ∈ 𝒯(r, s, t) be a polyphenyl spider. Then
where the first equality holds if and only if PS(r, s, t) ≅ PSO(r, s, t), and the second equality holds if and only if PS(r, s, t) ≅ PSP(r, s, t).
Proof
Let 𝒯(r, s, t) be the set of all polyphenyl spiders with three legs of lengths r, s, t. Then 𝒯(1, 1, 1) = {PSO(1, 1, 1) = PSM(1, 1, 1) = PSP(1, 1, 1)}. Thus we assume that two of r, s, t are more than one.
By the definitions of polyphenyl chain and polyphenyl spider, it can be known that any element PS(r, s, t) ∈ 𝒯(r, s, t) is obtained from PS(r − 1, s, t)(PS(r, s − 1, t), or PS(r, s, t − 1)) by attaching a hexagon Bi to ortho-, meta- or para-vertex of Bi−1 in PCi−1, where i = r, s or t. Without loss of generality, we only consider the case that PS(r, s, t) is generated by PS(r − 1, s, t).
Checking PS(r − 1, s, t), we know that dPS(r−1,s,t)(u, x) ≤ dPS(r−1,s,t)(u, y) ≤ dPS(r−1,s,t)(u, z), where u is any vertex of PS(r − 1, s, t), and x, y, z is a ortho-, meta- and para-vertex of Br−1 in leg PC(r − 1). This implies, by the definitions AG(u) and DG(u), that APS(r−1,s,t)(x) < APS(r−1,s,t)(y) < APS(r−1,s,t)(z) and DPS(r−1,s,t)(x) < DPS(r−1,s,t)(y) < DPS(r−1,s,t)(z). By the definition of a polyphenyl spider, PS(r, s, t) can be obtained from PS(r − 1, s, t) by attaching a hexagon Br through three attaching. We use PSo(r, s, t) to denote PS(r, s, t) obtained from PS(r − 1, s, t) by attaching a hexagon Br to ortho-vertex of Bi−1 in PCr−1. And PSm(r, s, t) denotes PS(r, s, t) obtained from PS(r − 1, s, t) by attaching a hexagon Br to meta-vertex of Bi−1 in PCr−1. And PSp(r, s, t) denotes PS(r, s, t) obtained from PS(r − 1, s, t) by attaching a hexagon Br to para-vertex of Bi−1 in PCr−1. By Theorem 3.1, we obtain that WW(PSo(r, s, t)) < WW(PSm(r, s, t)) < WW(PSp(r, s, t)). By the definition of PS(r, s, t), the theorem holds. □
Next we shall introduce a graph operation that can be considered as graph transformations, and we shall show that generally, the transformed graph will have larger permanental sum than that of the original graph.
Definition 3.3
Let PSO(r, s, t) be a polyphenyl ortho-spider and r ≤ s ≤ t. The polyphenyl ortho-spider PSO(r − 1, s, t + 1) is obtained from PSO(r, s, t) by deleting the last hexagon Br of the leg PCr in PSO(r, s, t) and attaching Br to ortho-vertex of Bt in leg PCt. We define the transformation from PSO(r, s, t) to PSO(r − 1, s, t + 1) as type I.
Lemma 3.4
Let PSO(r, s, t) and PSO(r − 1, s, t + 1) be two polyphenyl ortho-spiders and r ≤ s ≤ t. Then
Proof
By Theorem 3.1, we have
and
For any vertex x of leg PCOs in PSO(r − 1, s, t), since r-1 < r ≤ t, dPSO(r−1,s,t)(ur−1, x) < dPSO(r−1,s,t)(ut, x). By the definitions of AG(u) and DG(u), we obtain that APSO(r−1,s,t)(ut) > APSO(r−1,s,t)(ur−1) and DPSO(r−1,s,t)(ut) > DPSO(r−1,s,t)(ur−1). By (11) and (12), we have
The proof is completed. □
By repeated applications of Transformation I, we can obtain the following result.
Lemma 3.5
Let PSO(r, s, t) be a polyphenyl ortho-spider and r ≤ s ≤ t. Then
where the equality holds if and only if PSO(r, s, t) ≅ PSO(1, 1, r + s + t − 2)).
Definition 3.6
Let PSP(r, s, t) be a polyphenyl para-spider and r ≤ s ≤ t. The polyphenyl para-spider PSP(r − 1, s, t + 1) is obtained from PSP(r, s, t) by deleting the last hexagon Br of the leg PCr in PSP(r, s, t) and attaching Br to para-vertex of Bt in leg PCt. We define the transformation from PSP(r, s, t) to PSP(r − 1, s, t + 1) as type II.
Lemma 3.7
Let PSP(r, s, t) and PSP(r − 1, s, t + 1) be two polyphenyl para-spiders and r ≤ s ≤ t. Then
Proof
Similarly, by Theorem 3.1, we have
For any vertex x of leg PCPs in PSP(r − 1, s, t), since r-1 < r ≤ t, dPSP(r−1,s,t)(ur−1, x) < dPSP(r−1,s,t)(ut, x). By the definitions of AG(u) and DG(u), we obtain that APSP(r−1,s,t)(ut) > APSP(r−1,s,t)(ur−1) and DPSP(r−1,s,t)(ut) > DPSP(r−1,s,t)(ur−1). Thus WW(PSP(r, s, t)) − WW(PSP(r − 1, s, t + 1)) > 0. □
By repeated applications of Transformation II, we can obtain a result as follows.
Lemma 3.8
Let PSP(r, s, t) be a polyphenyl para-spider and r ≤ s ≤ t. Then
where the equality holds if and only if PSP(r, s, t) ≅ PSP(1, 1, r + s + t − 2)).
Theorem 3.9
Let 𝒮 be the set containing all polyphenyl spiders with r + s + t + 1 hexagons. Then the polyphenyl ortho-spider PSO(1, 1, r + s + t − 2) and para-spider PSP(1, 1, r + s + t − 2) have the minimum and maximum hyper-Wiener index in 𝒮, respectively.
Proof
By Theorem 3.2 and Lemmas 3.5 and 3.8, the proof of Theorem 3.9 is straightforward. □
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Competing interests: The authors declare that they have no competing interests.
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Funding: This research is supported by the National Natural Science Foundation of China (Nos. 11761056, 11801061), the Natural Science Foundation of Qinghai Province (No. 2016-ZJ-947Q), the Ministry of Education Chunhui Project (No. Z2017047), and the Key Project of QHMU(No. 2019XJZ10).
Acknowledgements
The authors would like to thank the anonymous referees for carefully reading the manuscript and giving valuable suggestions.
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- Completeness theorem for probability models with finitely many valued measure
- Periodic solution for ϕ-Laplacian neutral differential equation
- Asymptotic orbital shadowing property for diffeomorphisms
- Modular equations of a continued fraction of order six
- Solutions with concentration and cavitation to the Riemann problem for the isentropic relativistic Euler system for the extended Chaplygin gas
- Stability Problems and Analytical Integration for the Clebsch’s System
- Topological Indices of Para-line Graphs of V-Phenylenic Nanostructures
- On split Lie color triple systems
- Triangular Surface Patch Based on Bivariate Meyer-König-Zeller Operator
- Generators for maximal subgroups of Conway group Co1
- Positivity preserving operator splitting nonstandard finite difference methods for SEIR reaction diffusion model
- Characterizations of Convex spaces and Anti-matroids via Derived Operators
- On Partitions and Arf Semigroups
- Arithmetic properties for Andrews’ (48,6)- and (48,18)-singular overpartitions
- A concise proof to the spectral and nuclear norm bounds through tensor partitions
- A categorical approach to abstract convex spaces and interval spaces
- Dynamics of two-species delayed competitive stage-structured model described by differential-difference equations
- Parity results for broken 11-diamond partitions
- A new fourth power mean of two-term exponential sums
- The new operations on complete ideals
- Soft covering based rough graphs and corresponding decision making
- Complete convergence for arrays of ratios of order statistics
- Sufficient and necessary conditions of convergence for ρ͠ mixing random variables
- Attractors of dynamical systems in locally compact spaces
- Random attractors for stochastic retarded strongly damped wave equations with additive noise on bounded domains
- Statistical approximation properties of λ-Bernstein operators based on q-integers
- An investigation of fractional Bagley-Torvik equation
- Pentavalent arc-transitive Cayley graphs on Frobenius groups with soluble vertex stabilizer
- On the hybrid power mean of two kind different trigonometric sums
- Embedding of Supplementary Results in Strong EMT Valuations and Strength
- On Diophantine approximation by unlike powers of primes
- A General Version of the Nullstellensatz for Arbitrary Fields
- A new representation of α-openness, α-continuity, α-irresoluteness, and α-compactness in L-fuzzy pretopological spaces
- Random Polygons and Estimations of π
- The optimal pebbling of spindle graphs
- MBJ-neutrosophic ideals of BCK/BCI-algebras
- A note on the structure of a finite group G having a subgroup H maximal in 〈H, Hg〉
- A fuzzy multi-objective linear programming with interval-typed triangular fuzzy numbers
- Variational-like inequalities for n-dimensional fuzzy-vector-valued functions and fuzzy optimization
- Stability property of the prey free equilibrium point
- Rayleigh-Ritz Majorization Error Bounds for the Linear Response Eigenvalue Problem
- Hyper-Wiener indices of polyphenyl chains and polyphenyl spiders
- Razumikhin-type theorem on time-changed stochastic functional differential equations with Markovian switching
- Fixed Points of Meromorphic Functions and Their Higher Order Differences and Shifts
- Properties and Inference for a New Class of Generalized Rayleigh Distributions with an Application
- Nonfragile observer-based guaranteed cost finite-time control of discrete-time positive impulsive switched systems
- Empirical likelihood confidence regions of the parameters in a partially single-index varying-coefficient model
- Algebraic loop structures on algebra comultiplications
- Two weight estimates for a class of (p, q) type sublinear operators and their commutators
- Dynamic of a nonautonomous two-species impulsive competitive system with infinite delays
- 2-closures of primitive permutation groups of holomorph type
- Monotonicity properties and inequalities related to generalized Grötzsch ring functions
- Variation inequalities related to Schrödinger operators on weighted Morrey spaces
- Research on cooperation strategy between government and green supply chain based on differential game
- Extinction of a two species competitive stage-structured system with the effect of toxic substance and harvesting
- *-Ricci soliton on (κ, μ)′-almost Kenmotsu manifolds
- Some improved bounds on two energy-like invariants of some derived graphs
- Pricing under dynamic risk measures
- Finite groups with star-free noncyclic graphs
- A degree approach to relationship among fuzzy convex structures, fuzzy closure systems and fuzzy Alexandrov topologies
- S-shaped connected component of radial positive solutions for a prescribed mean curvature problem in an annular domain
- On Diophantine equations involving Lucas sequences
- A new way to represent functions as series
- Stability and Hopf bifurcation periodic orbits in delay coupled Lotka-Volterra ring system
- Some remarks on a pair of seemingly unrelated regression models
- Lyapunov stable homoclinic classes for smooth vector fields
- Stabilizers in EQ-algebras
- The properties of solutions for several types of Painlevé equations concerning fixed-points, zeros and poles
- Spectrum perturbations of compact operators in a Banach space
- The non-commuting graph of a non-central hypergroup
- Lie symmetry analysis and conservation law for the equation arising from higher order Broer-Kaup equation
- Positive solutions of the discrete Dirichlet problem involving the mean curvature operator
- Dislocated quasi cone b-metric space over Banach algebra and contraction principles with application to functional equations
- On the Gevrey ultradifferentiability of weak solutions of an abstract evolution equation with a scalar type spectral operator on the open semi-axis
- Differential polynomials of L-functions with truncated shared values
- Exclusion sets in the S-type eigenvalue localization sets for tensors
- Continuous linear operators on Orlicz-Bochner spaces
- Non-trivial solutions for Schrödinger-Poisson systems involving critical nonlocal term and potential vanishing at infinity
- Characterizations of Benson proper efficiency of set-valued optimization in real linear spaces
- A quantitative obstruction to collapsing surfaces
- Dynamic behaviors of a Lotka-Volterra type predator-prey system with Allee effect on the predator species and density dependent birth rate on the prey species
- Coexistence for a kind of stochastic three-species competitive models
- Algebraic and qualitative remarks about the family yy′ = (αxm+k–1 + βxm–k–1)y + γx2m–2k–1
- On the two-term exponential sums and character sums of polynomials
- F-biharmonic maps into general Riemannian manifolds
- Embeddings of harmonic mixed norm spaces on smoothly bounded domains in ℝn
- Asymptotic behavior for non-autonomous stochastic plate equation on unbounded domains
- Power graphs and exchange property for resolving sets
- On nearly Hurewicz spaces
- Least eigenvalue of the connected graphs whose complements are cacti
- Determinants of two kinds of matrices whose elements involve sine functions
- A characterization of translational hulls of a strongly right type B semigroup
- Common fixed point results for two families of multivalued A–dominated contractive mappings on closed ball with applications
- Lp estimates for maximal functions along surfaces of revolution on product spaces
- Path-induced closure operators on graphs for defining digital Jordan surfaces
- Irreducible modules with highest weight vectors over modular Witt and special Lie superalgebras
- Existence of periodic solutions with prescribed minimal period of a 2nth-order discrete system
- Injective hulls of many-sorted ordered algebras
- Random uniform exponential attractor for stochastic non-autonomous reaction-diffusion equation with multiplicative noise in ℝ3
- Global properties of virus dynamics with B-cell impairment
- The monotonicity of ratios involving arc tangent function with applications
- A family of Cantorvals
- An asymptotic property of branching-type overloaded polling networks
- Almost periodic solutions of a commensalism system with Michaelis-Menten type harvesting on time scales
- Explicit order 3/2 Runge-Kutta method for numerical solutions of stochastic differential equations by using Itô-Taylor expansion
- L-fuzzy ideals and L-fuzzy subalgebras of Novikov algebras
- L-topological-convex spaces generated by L-convex bases
- An optimal fourth-order family of modified Cauchy methods for finding solutions of nonlinear equations and their dynamical behavior
- New error bounds for linear complementarity problems of Σ-SDD matrices and SB-matrices
- Hankel determinant of order three for familiar subsets of analytic functions related with sine function
- On some automorphic properties of Galois traces of class invariants from generalized Weber functions of level 5
- Results on existence for generalized nD Navier-Stokes equations
- Regular Banach space net and abstract-valued Orlicz space of range-varying type
- Some properties of pre-quasi operator ideal of type generalized Cesáro sequence space defined by weighted means
- On a new convergence in topological spaces
- On a fixed point theorem with application to functional equations
- Coupled system of a fractional order differential equations with weighted initial conditions
- Rough quotient in topological rough sets
- Split Hausdorff internal topologies on posets
- A preconditioned AOR iterative scheme for systems of linear equations with L-matrics
- New handy and accurate approximation for the Gaussian integrals with applications to science and engineering
- Special Issue on Graph Theory (GWGT 2019)
- The general position problem and strong resolving graphs
- Connected domination game played on Cartesian products
- On minimum algebraic connectivity of graphs whose complements are bicyclic
- A novel method to construct NSSD molecular graphs