Abstract
The concept of minimal resolving partition and resolving set plays a pivotal role in diverse areas such as robot navigation, networking, optimization, mastermind games and coin weighing. It is hard to compute exact values of partition dimension for a graphic metric space, (G, dG) and networks. In this article, we give the sharp upper bounds and lower bounds for the partition dimension of generalized Möbius ladders, Mm, n, for all n≥3 and m≥2.
1 Introduction
Computer networks can be modeled on the grounds of graphs, where hosts, servers or hubs can be considered as vertices and edges – as connecting medium between them. Vertex is actually a possible location to find a fault or some damaged devices in a computer network. This idea somehow urged Slater and independently Harary and Meletr in [1] to uniquely recognize each vertex of a graph in a network so that a fault could be controlled in an efficient way. Thus, the basis for notion of locating sets and locating number of graphs came into existence. Since then, the resolving sets have been investigated a lot [1]. The resolving set contributes in various areas such as connected joins in graphs [2], network discovery [3 – 5], strategies for the mastermind games [3, 4], applications of pattern recognition, combinatorial optimization, image processing [6], pharmaceutical chemistry and game theory.
Consider a simple, connected graph G, and metric dG:V(G) × V(G) → ℕ∪0, where ℕ is the set of positive integers and dG(x, y) is the minimum number of edges in any path between x and y. Let W = {w1, w2,...,wk} be an ordered set of vertices of G and let v be a vertex of G. The representation r(v|W) of v with respect to W is the k−tuple (d(v, w1),d(v, w2),...,d(v, wk)). If distinct vertices of G have distinct representation with respect to W, then W is called a resolving set of G, see [1]. Such resolving set with minimum cardinality is a basis of G and metric dimension of G, denoted by dim(G) is its cardinality, [7, 8].
Buczkowski et al. established metric dimension of wheel Wn to be
A particular metric-feature of the family of graphs is independence of metric dimension on the particular element of the family. A connected graph has constant metric dimension if dim(G) = k where k ∈ Z+. In [8] Chartrand et. al. proved that a graph has constant metric dimension 1 iff it is a path. In [12] the authors discussed some families of constant meric dimensions. The authors computed metric dimension of wheels in [13] and uni-cyclic graphs in [14]. The authors in [15] computed metric dimension of alpha boron nanotubes. Javaid et. al. computed metric dimension of P(n, 3) and established new results on metric dimension of rotationally-symmetric graph. Murtaza et. al. computed partial results of metric dimension of Möbius ladder in [16] whereas Munir et. al. computed exact and complete results for metric dimension of Möbius Ladders in [17].
A variant of metric dimension of a connected graph is a partition dimension of graph introduced in [19, 20, 21, 22, 23] given as : Let G be a connected graph, a subset S ⊂ V(G) and a vertex v, distance d(v, S) = min{d(v, x):x ∈ S}. If Π = {S1,...St} is an ordered t-partition of V(G), then r(v|Π) = {d(v, S1),...,d(v, St)}is the t-tuple representation of v with respect to Π. If this t-tuple representation of v, r(v|Π)for all v ∈ V(G) being all distinct, then this Π is called a resolving partition and the minimum cardinality of such resolving partition is a partition dimension, represented as pd(G).
A natural question may be asked: are partition dimension and metric dimension related in some way? In [20, 21], Cartrand et. al. proved that pd(G) ≤ β(G) + 1 for a non-trivial connected graph G. But in [22, 23], Tomescu et. al. proved that it can be much smaller than the metric dimension. In fact, the authors completed the list of all 23 examples of connected graphs of order n having partition dimensions 2, n − 1 or n. They also gave an example of graphs with finite partition dimension but those which have infinite metric dimension. Recently, Hernando et. al. has proved that there are only 15 families of such type. Tomescu et. al. computed the bounds for the partition dimension of wheel graph in [23]. In [24], the authors computed some bounds for metric and partition dimension of a connected graph. In [25], the authors obtained some sharp bounds for the partition dimension of unicyclic graphs.
Chartrand et al. proved in [22] that if G is a connected graph of order n ≥ 2 then pd(G) = 2 if and only if G is a path, pd(G) = n if and only if G=Knand for n ≥ 5 pd(G) = n − 1 if and only if G is one of the graphs K1,n − 1, Kn − e, K1 + (K1∪Kn + 2). In [22] Tomescu and Imran studied infinite regular graphs which are generated by tailings of the plane by regular triangles and hexagons. They proved that these graphs have no finite metric bases but their partition dimension is finite and they evaluated this dimension in some cases. In [23], they computed a partition dimension and a connected partition dimension of wheel graphs and showed that
Lemma 1.1.
If ∣G∣ ≥ 3, then pd(G) ≤ n − diam(G) + 1
In this article we want to compute sharp bounds for partition dimension of Generalized Möbius ladders.
2 Generalized Möbius ladders
The classical Möbius ladder Mn is a cubic circulant graph with an even number of vertices, formed from an n-cycle by adding edges connecting opposite pair of vertices in the cycle, except with two pairs which are connected with a twist, as you can see in the figure:

Möbius ladder M16
This graph has been an active area of research. For instance, [16, 17] give complete results for its metric dimension. In [26] the authors computed a distance labeling of this graph and also introduced its generalization referred to as Möbius ladder. In [27], the authors not only redefined this generalization in a novel way but also computed metric dimension of Mm, n. They also obtained the results of [16, 17] as easy consequences of the results in~[27]. Consider the Cartesian product Pm × Pn of paths Pm and Pn with vertices u1, u2,…,um and v1, v2,…,un, respectively. Take a 180o twist and identify the vertices (u1, v1),(u1, v2),…,(u1, vn) with the vertices (um, vn), (um, vn − 1), …,(um, v1), respectively, and identify the edge ((u1, i), (u1, i + 1)) with the edge ((um, vn + 1 − i), (um, vn − i)), where 1 ≤ i ≤ n − 1. What we receive is the generalized Möbius ladder Mm, n. You may observe that we receive the usual Möbius ladder for n = 2 and for any odd integer m ≥ 4. You can see M7,3 in the following figure.

P7

P3

P7 × P3
For brevity we shall use the symbol vij (or simply ij) to represent the vertex (ui, vj) of Mm, n, as you can see in the figure:

P7 × P3 with complete simple labels
The generalized Möbius ladder obtained from P7 × P3 is:

M7,3
So the generalized Möbius ladder Mm, n is a non-regular simple connected graph on n(m − 1) vertices. This article deals with the computation of sharp upper bounds and lower bounds for partition and metric dimensions of Mm, n.
3 Main results and discussions
In this part we give our main results. We begin with the sharp upper bounds for the partition dimension of Mm, n. Then we move towards the lower bounds.
Theorem 3.1.
For m ≥ 3 and n ≥ 2
At first we compute the upper bounds. We construct a general resolving partition on a case by case basis.
3.1 Upper bound
Proof
We divide the proof in two cases on the basis of parities of m and n.
Case I. When m and n are of opposite parity
Let Π = {S1, S2, S3, S4} Where S1 = {V1,1}, S2 = {V1,n}, S3 = {V1,2, V1,3,...,
V1,n − 1, V2,1, V2,2,......,V2,n,.....,Vm − 2,1, Vm − 2,2,...,
Vm − 2,n, Vm − 1,2, Vm − 1,3,...,Vm − 1,n} S4 = {Vm − 1,1}. We prove that Πis a resolving partition for Mm, n. To find distance vectors we use two parameters q, i and depending on their different values we divide the entries of distance vectors into four steps.
Step I: Distances of S1 with all vertices of Mm, n.
In this case for each value of q ∈ {1,2,...,n} the parameter i varies from 1 to m − 1. The entries of different vectors are
Step II: Distances of S2 with all vertices of Mm, n.
For each value of q ∈ {1,2, ..., n} the parameter i varies from 1 to m - 1 and we get d(S2, Vi, q) = d(S1, Vi, n + 1 − q).
Step III : Distances of S3 with all vertices of Mm, n.
Here for each value of q ∈ {1,2,...,n} the parameter i varies from 1 to m - 1 and we have
Step IV: Distances of S4 with all vertices of Mm, n.
Here we have two parts
a) For q = 1 , we have
b) For each value of q ∈ {2,..., n} the parameter i varies from 1 to m - 1 and we have d(S4, Vi, q) = d(S1, Vi, n + 2 − q).
These representations are distinct in at least one coordinate. So Π is a resolving partition for Mm, n so clearly pd(Mm, n) ≤ 4.
Example
Clearly pd(M9,4) ≤ 4 as the resolving partition for M9,4 is Π = {S1, S2, S3, S4} where S1 = {V1,1}, S2 = {V1,4}, S3 = {V1,2, V1,3, V2,1, V2,2, V2,3, V2,4,.....
,V7,1, V7,2, V7,4, V8,2, V8,3, V8,4}, S4 = {V8,1}.
The representations of different vertices of M9,4with respect to Π are
Case II: when m and n are of same parity: We want to prove that pd(Mm, n) ≤ 5 by constructing a general resolving partition of size 5, for m − n ≥ 4 and m, n are of same parity.
Proof
Let Π = {S1, S2, S3, S4, S5} where S1 = {V1,1}, S2 = {V1,n} , S3 = {V1,2, V1,3,...,V1,n − 1, V2,1, V2,2,......,V2,n,.....,Vm − 2,1, Vm − 2,2,...,Vm − 2,n, Vm − 1,2, Vm − 1,3,...,Vm − 1,n − 1}, S4 = {Vm − 1,1} , S5 = {Vm − 1,n} .
We prove that Π is a resolving partition for Mm, n. To find distance vectors we use two parameters q , i and depending on their different values we divide the entries of distance vectors into five steps.
Step I: Distances of S1 with all vertices of Mm, n.
In this case for each value of q ∈ {1, 2,..., n} the parameter i varies from 1 to m - 1. The entries of different vectors are
Step II: Distances of S2 with all vertices of Mm, n.
For each value of q ∈ {1,2,..., n} the parameter i varies from 1 to m - 1 and we get d(S2, Vi, q) = d(S1, Vi, n + 1 − q).
Step III : Distances of S3 with all vertices of Mm, n.
Here for each value of q ∈ {1,2,..., n} the parameter i varies from 1 to m - 1 and we have
Step IV : Distances of S4 with all vertices of Mm, n. Here we have two parts
a) For q = 1 , we have
b) For each value of q ∈ {2, ..., n} the parameter i varies from 1 to m - 1 and we have d(S4, Vi, q) = d(S1, Vi, n + 2 − q)
Step V : Distances of S5 with all vertices of Mm, n.
Here for each value of ∈ {1,2,..., n} the parameter i varies from 1 to m - 1 and we have d(S5, Vi, q) = d(S4, Vi, n + 1 − q).
These representations are distinct in at least one coordinate. So Π is a resolving partition for Mm, n. Since there is no 4 resolving partition for Mm, n, hence Π is a minimal resolving partition for Mm, n. So partition dimension of Mm, n is 5.
Example
The partition dimension of M9,3is 5. The resolving partition for M9,3is Π = {S1, S2, S3, S4, S5}. Where
The representations of different vertices of M9,3 with respect to Π are
3.2 Lower bound
Proof
It is clear that 2 < pd(Mm, n) as it is not a path, [8]. So it is obvious that 3 ≤ pd(Mn, m). □
Theorem 3.2.
For m ≥ 3 and n ≥ 2
Proof
Proof is just straightforward after taking into account the fundamental inequality between metric and patrtition dimensions. □
4 Conclusions and open problems
In this article we have computed sharp upper bounds for the partition dimension of the generalized Möbius ladders and arrive at the following results
Theorem 4.1.
For m ≥ 3 and n ≥ 2
and
Theorem 4.2.
For m ≥ 3 and n ≥ 2
At the same time we pose natural open problems regarding the exact values of partition dimension, pd(Mm, n) and β(Mm, n), and sharp lower bounds for this new family of graphs. For further problems about the dimensions of graphs please see [28, 29].
Competing interests The authors declare that they have no competing interests.
Author’s contributions All authors contributed equally to the writing of this paper. All authors read and approved the final manuscript.
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© 2018 Hussain et al., published by De Gruyter
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
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- A Geršgorin-type eigenvalue localization set with n parameters for stochastic matrices
- Restriction conditions on PL(7, 2) codes (3 ≤ |𝓖i| ≤ 7)
- Singular integrals with variable kernel and fractional differentiation in homogeneous Morrey-Herz-type Hardy spaces with variable exponents
- Introduction to disoriented knot theory
- Restricted triangulation on circulant graphs
- Boundedness control sets for linear systems on Lie groups
- Chen’s inequalities for submanifolds in (κ, μ)-contact space form with a semi-symmetric metric connection
- Disjointed sum of products by a novel technique of orthogonalizing ORing
- A parametric linearizing approach for quadratically inequality constrained quadratic programs
- Generalizations of Steffensen’s inequality via the extension of Montgomery identity
- Vector fields satisfying the barycenter property
- On the freeness of hypersurface arrangements consisting of hyperplanes and spheres
- Biderivations of the higher rank Witt algebra without anti-symmetric condition
- Some remarks on spectra of nuclear operators
- Recursive interpolating sequences
- Involutory biquandles and singular knots and links
- Constacyclic codes over 𝔽pm[u1, u2,⋯,uk]/〈 ui2 = ui, uiuj = ujui〉
- Topological entropy for positively weak measure expansive shadowable maps
- Oscillation and non-oscillation of half-linear differential equations with coeffcients determined by functions having mean values
- On 𝓠-regular semigroups
- One kind power mean of the hybrid Gauss sums
- A reduced space branch and bound algorithm for a class of sum of ratios problems
- Some recurrence formulas for the Hermite polynomials and their squares
- A relaxed block splitting preconditioner for complex symmetric indefinite linear systems
- On f - prime radical in ordered semigroups
- Positive solutions of semipositone singular fractional differential systems with a parameter and integral boundary conditions
- Disjoint hypercyclicity equals disjoint supercyclicity for families of Taylor-type operators
- A stochastic differential game of low carbon technology sharing in collaborative innovation system of superior enterprises and inferior enterprises under uncertain environment
- Dynamic behavior analysis of a prey-predator model with ratio-dependent Monod-Haldane functional response
- The points and diameters of quantales
- Directed colimits of some flatness properties and purity of epimorphisms in S-posets
- Super (a, d)-H-antimagic labeling of subdivided graphs
- On the power sum problem of Lucas polynomials and its divisible property
- Existence of solutions for a shear thickening fluid-particle system with non-Newtonian potential
- On generalized P-reducible Finsler manifolds
- On Banach and Kuratowski Theorem, K-Lusin sets and strong sequences
- On the boundedness of square function generated by the Bessel differential operator in weighted Lebesque Lp,α spaces
- On the different kinds of separability of the space of Borel functions
- Curves in the Lorentz-Minkowski plane: elasticae, catenaries and grim-reapers
- Functional analysis method for the M/G/1 queueing model with single working vacation
- Existence of asymptotically periodic solutions for semilinear evolution equations with nonlocal initial conditions
- The existence of solutions to certain type of nonlinear difference-differential equations
- Domination in 4-regular Knödel graphs
- Stepanov-like pseudo almost periodic functions on time scales and applications to dynamic equations with delay
- Algebras of right ample semigroups
- Random attractors for stochastic retarded reaction-diffusion equations with multiplicative white noise on unbounded domains
- Nontrivial periodic solutions to delay difference equations via Morse theory
- A note on the three-way generalization of the Jordan canonical form
- On some varieties of ai-semirings satisfying xp+1 ≈ x
- Abstract-valued Orlicz spaces of range-varying type
- On the recursive properties of one kind hybrid power mean involving two-term exponential sums and Gauss sums
- Arithmetic of generalized Dedekind sums and their modularity
- Multipreconditioned GMRES for simulating stochastic automata networks
- Regularization and error estimates for an inverse heat problem under the conformable derivative
- Transitivity of the εm-relation on (m-idempotent) hyperrings
- Learning Bayesian networks based on bi-velocity discrete particle swarm optimization with mutation operator
- Simultaneous prediction in the generalized linear model
- Two asymptotic expansions for gamma function developed by Windschitl’s formula
- State maps on semihoops
- 𝓜𝓝-convergence and lim-inf𝓜-convergence in partially ordered sets
- Stability and convergence of a local discontinuous Galerkin finite element method for the general Lax equation
- New topology in residuated lattices
- Optimality and duality in set-valued optimization utilizing limit sets
- An improved Schwarz Lemma at the boundary
- Initial layer problem of the Boussinesq system for Rayleigh-Bénard convection with infinite Prandtl number limit
- Toeplitz matrices whose elements are coefficients of Bazilevič functions
- Epi-mild normality
- Nonlinear elastic beam problems with the parameter near resonance
- Orlicz difference bodies
- The Picard group of Brauer-Severi varieties
- Galoisian and qualitative approaches to linear Polyanin-Zaitsev vector fields
- Weak group inverse
- Infinite growth of solutions of second order complex differential equation
- Semi-Hurewicz-Type properties in ditopological texture spaces
- Chaos and bifurcation in the controlled chaotic system
- Translatability and translatable semigroups
- Sharp bounds for partition dimension of generalized Möbius ladders
- Uniqueness theorems for L-functions in the extended Selberg class
- An effective algorithm for globally solving quadratic programs using parametric linearization technique
- Bounds of Strong EMT Strength for certain Subdivision of Star and Bistar
- On categorical aspects of S -quantales
- On the algebraicity of coefficients of half-integral weight mock modular forms
- Dunkl analogue of Szász-mirakjan operators of blending type
- Majorization, “useful” Csiszár divergence and “useful” Zipf-Mandelbrot law
- Global stability of a distributed delayed viral model with general incidence rate
- Analyzing a generalized pest-natural enemy model with nonlinear impulsive control
- Boundary value problems of a discrete generalized beam equation via variational methods
- Common fixed point theorem of six self-mappings in Menger spaces using (CLRST) property
- Periodic and subharmonic solutions for a 2nth-order p-Laplacian difference equation containing both advances and retardations
- Spectrum of free-form Sudoku graphs
- Regularity of fuzzy convergence spaces
- The well-posedness of solution to a compressible non-Newtonian fluid with self-gravitational potential
- On further refinements for Young inequalities
- Pretty good state transfer on 1-sum of star graphs
- On a conjecture about generalized Q-recurrence
- Univariate approximating schemes and their non-tensor product generalization
- Multi-term fractional differential equations with nonlocal boundary conditions
- Homoclinic and heteroclinic solutions to a hepatitis C evolution model
- Regularity of one-sided multilinear fractional maximal functions
- Galois connections between sets of paths and closure operators in simple graphs
- KGSA: A Gravitational Search Algorithm for Multimodal Optimization based on K-Means Niching Technique and a Novel Elitism Strategy
- θ-type Calderón-Zygmund Operators and Commutators in Variable Exponents Herz space
- An integral that counts the zeros of a function
- On rough sets induced by fuzzy relations approach in semigroups
- Computational uncertainty quantification for random non-autonomous second order linear differential equations via adapted gPC: a comparative case study with random Fröbenius method and Monte Carlo simulation
- The fourth order strongly noncanonical operators
- Topical Issue on Cyber-security Mathematics
- Review of Cryptographic Schemes applied to Remote Electronic Voting systems: remaining challenges and the upcoming post-quantum paradigm
- Linearity in decimation-based generators: an improved cryptanalysis on the shrinking generator
- On dynamic network security: A random decentering algorithm on graphs