International Journal of Civil Engineering and Technology (IJCIET) Volume 10, Issue 04, April 2019, pp. 1228-1238, Article ID: IJCIET_10_04_129 Available online at http://www.iaeme.com/ijciet/issues.asp?JType=IJCIET&VType=10&IType=04 ISSN Print: 0976-6308 and ISSN Online: 0976-6316 © IAEME Publication Scopus Indexed THE COMPLEMENT METRIC DIMENSION OF GRAPHS AND ITS OPERATIONS L. Susilowati Department of Mathematics, Faculty of Sciences and Technology, Universitas Airlangga, Surabaya, Indonesia, Jl. Mulyorejo Surabaya, 60115 Slamin Study Program of Information System, Universitas Jember,Jl. Kalimantan 37 Jember, 68121 A. Rosfiana Department of Mathematics, Faculty of Sciences and Technology, Universitas Airlangga, Surabaya, Indonesia, Jl. Mulyorejo Surabaya, 60115 ABSTRACT Let G be a connected graph with vertex set V(G) and edge set E(G). The distance between vertices u and v in G is denoted by d(u, v), which serves as the shortest path length from u to v. Let π = {π€1 , π€2 , … , π€π } ⊆ π(πΊ) be an ordered set, and v is a vertex in G. The representation of v with respect to W is an ordered set π − π‘π’πππ, π(π£|π) = (π(π£, π€1 ), π(π£, π€2 ), … , π(π£, π€π )). The set W is called a resolving set for G if each vertex in G has a different representation with respect to W. A resolving set containing minimum cardinality is called a basis for G. The number of vertices in a basis of G is called metric dimension of G, which is denoted byπππ(πΊ). The π ⊆ π(πΊ) is a complement resolving set of G if there are two verticesπ’, π£ ∈ π(πΊ) β π, such thatπ(π’|π) = π(π£|π). A complement basis of G is the complement resolving set containing maximum cardinality. The number of vertices in a complement basis of G is Μ Μ Μ Μ Μ (πΊ). In this paper, called complement metric dimension of G, which is denoted by πππ we examined complement metric dimension of particular graphs and their characteristics. Furthermore, we determined complement metric dimension of corona and comb products graphs. Key words: Metric dimension, basis, complement basis, complement metric dimension. Cite this Article: L. Susilowati, Slamin and A. Rosfiana, the Complement Metric Dimension of Graphs and its Operations. International Journal of Civil Engineering and Technology, 10(04), 2019, pp. 1228-1238 http://www.iaeme.com/IJCIET/issues.asp?JType=IJCIET&VType=10&IType=04 \http://www.iaeme.com/IJCIET/index.asp 1228 editor@iaeme.com L. Susilowati, Slamin and A. Rosfiana 1. INTRODUCTION Metric dimension is one of the topics discussed in the ever-growing graph theory. According to Saputro et al. [15], F. Harary built a concept of basis and metric dimension of graph in 1976. The concept can be utilized to distinguish each vertex in a connected graph G by determining its representation with respect to subset of vertex set of G. Harary defined the vertex representation using metric concept of graph. Chartrand et al. [3] defined metric dimension as follows. Let G be a connected graph with vertex set V(G) and edge set E(G). The distance between vertices u and v in G is denoted by d(u, v), which serves as the shortest path length from u to v. Let π = {π€1 , π€2 , … , π€π } ⊆ π(πΊ) be an ordered set, and v is a vertex in G. The representation of v with respect to W is an ordered set π − π‘π’πππ, π(π£|π) = (π(π£, π€1 ), π(π£, π€2 ), … , π(π£, π€π )). The set W is called a resolving set for G if each vertex in G has a different representation with respect to W. A resolving set containing minimum cardinality is called a basis for G. The number of vertices in a basis of G is called metric dimension of G, which is denoted by dim(πΊ). Chartrand, G. et. al. [3] found the characterization of graph with certain metric dimension. Sebo and Tannier [14] presented the definition of strong metric dimension on graph and Okamoto, et al. [10] developed the metric dimension concept into local metric dimension. Okamoto, et al. [10] succeed in finding the characterization of graph with certain local metric dimension. Baca, M., et al. [2] succeed in finding the metric dimension of regular bipartite graph, Ali, M., et al. [1] found the metric dimension of some graphs containing the cycle. Rodriguez, J.A., et al. [12] developed the strong metric dimension concept and found the strong metric dimension of strong product graphs. Oellermann, et al. [9] found the strong metric dimension graphs and digraphs. Rodriguez, et al. [11] found the local metric dimension of corona product graphs. Iswadi, et al. [7] found the metric dimension of corona product graphs. Rodriquez, et al. [13] continued the research for rooted product graphs. Dorota Kuziak et. al. [8] found strong metric dimension on graph of corona product. Meanwhile, Susilowati, et al. [16] found the similarity of metric dimension and local metric dimension of rooted product graph. If the concept of metric dimension applies a set such that each vertex in the graph can be distinguished by the set, then the opposite concept is that a set ensuring at least two vertices that are regarded the same by the set. Such set is called complement resolving set, and the maximum cardinality of the complement resolving set is called complement metric dimension. The concept of complement metric dimension can be utilized to formulate problems within a project. Let there is a project that requires a team of workers along with the project leader. In the project, there are at least two persons who can be selected as project leaders, with the criteria of the two having similar views on the worker team. This is done so that if one of the project leaders is absent, then there is a replacement of project leader who has similar perspective on the worker team so that the project can still run well. The more worker teams that the project leaders can recognize equally, the better, as more people can be prepared as a team. When depicted in the graph, people are depicted as vertex, and two connected vertices if two persons know each other. Let set S be the maximum set of workers who can work in the project, and vertices u and v as the project execution leader. In this case, there are at least two leaders: vertices u and v that can similarly recognize all workers in S, so that if one of the leaders cannot perform their task, then there is other leader who can replace it. Since S is the maximum set of workers who can work in the project, then if the project requires workers less than |π| then the project can still run well, because the availability of at least 2 project leaders and worker teams from the subset of S. Therefore, this concept can measure the maximum ability to run a planned project. http://www.iaeme.com/IJCIET/index.asp 1229 editor@iaeme.com the Complement Metric Dimension of Graphs and its Operations Based on the concept of complement metric dimension, we built a definition of complement metric dimension. Let G be a connected graph containing order more than 2 with vertex set π(πΊ) and edge set πΈ(πΊ). The π ⊆ π(πΊ) is complement resolving set of G if there are two verticesπ’, π£ ∈ π(πΊ) β π, such that π(π’|π) = π(π£|π). A complement basis of G is complement resolving set containing maximum cardinality. The number of vertices in a complement basis Μ Μ Μ Μ Μ (πΊ). of G is called complement metric dimension of G, which is denoted by πππ In this paper, we examined complement metric dimension in particular graphs and their characteristics. In addition, we also determined complement metric dimension of corona and comb products graphs. We provided some definitions and vertex’s characteristics of graph to support our discussion. Definition 1 [10]. Two distinct vertices u and v of graph G is called twin if u and v have the same neighbourhood in V(G) – {u,v}, and they are called true twin or false twin if u and v are adjacent and twin or uand v are not adjacent and twin, respectively. The following lemma describe the properties of twin that are discovered by Hernando et al [6]. Lemma 2 [6]. If u and v are twin in graph G, then π(π’, π₯) = π(π£, π₯) for every vertex π₯ inV(G) – {u,v}. 2. COMPLEMENT METRIC DIMENSION OF GRAPHS Based on the definition of complement metric dimension on a graph, the obtained results of observation are as follows: Observation 3. The minimum of complement metric dimension of a graph of order n is 1. Observation 4. The maximum of complement metric dimension of a graph of order n is π– 2. Lemma 5. Let πΊ be a connected graph. If for each π ⊆ π(πΊ) where |π| = π is not a complement resolving set of graph πΊ, then for every π ⊆ π(πΊ) where |π| > π is also not a complement resolving set of graph πΊ. Proof. Let each π ⊆ π(πΊ) where|π| = π is not a complement resolving set of graph πΊ. Suppose there is π ⊆ π(πΊ) where |π| > π and π is a complement resolving set of graph πΊ. Let |π| = π and π = {π£1 , π£2 , … π£π }, then there are two vertices π’, π£ ∈ π(πΊ) such that π(π’|π) = π(π£|π). As a result, we obtain π ′ = π − {π£π |π = 1,2, … , π − π} where |π′| = π, so that π(π’|π ′ ) = π(π£|π ′ ). It is mean that π ′ is a complement resolving set of graph πΊ.This is contradicted by the statement that for each π ⊆ π(πΊ) where |π| = πis not a complement set of graph πΊ.β The following are the complement metric dimension on some special graphs, such as path graph(ππ ), cycle graph (πΆπ ), star graph (ππ ), and complete graph (πΎπ ). Lemma 6. Let πΊ be a connected graph of order π > 2. If there is π£ ∈ π(πΊ) where Μ Μ Μ Μ Μ (πΊ) ≥ 2. πππ(π£) ≥ 3, then πππ Proof. Let πΊ be a connected graph of order π > 2 and we haveπ£ ∈ π(πΊ) where deg(π£) ≥ 3. Without loss of generality, letdeg(π£) = 3, then π£ is adjacent toπ£1 , π£2 , π£3 ∈ π(πΊ) or π£π£1 , π£π£2 , π£π£3 ∈ πΈ(πΊ).There are four possibilities that may occur at vertices π£1 , π£2 , π£3 , namely: (i) the three vertices are not adjacent to each other; (ii) there is a pair of vertices that are adjacent to each other; (iii) there are two pairs of vertices that are adjacent to each other; (iv) the three vertices are adjacent to each other. http://www.iaeme.com/IJCIET/index.asp 1230 editor@iaeme.com L. Susilowati, Slamin and A. Rosfiana (i) Let π£π£1 , π£π£2 , π£π£3 ∈ πΈ(πΊ) and vertices π£1 , π£2 , π£3 are not adjacent to each other. If π = {π£, π£1 }, then π(π£2 |π) = (1, 2) = π(π£3 |π). Hence,π is a complement resolving set of graph πΊ Μ Μ Μ Μ Μ (πΊ) ≥ 2. and πππ (ii) Let π£1 , π£π£2 , π£π£3 ∈ πΈ(πΊ) ; π£1 π£2 ∈ πΈ(πΊ); π£1 π£3 , π£2 π£3 ∉ πΈ(πΊ). If π = {π£, π£3 }, then Μ Μ Μ Μ Μ (πΊ) ≥ π(π£1 |π) = (1, 2) = π(π£2 |π). Hence, π is a complement resolving set of graph πΊ and πππ 2. (iii)Let π£1 , π£π£2 , π£π£3 ∈ πΈ(πΊ) ; π£1 π£2 , π£2 π£3 ∈ πΈ(πΊ); π£1 π£3 ∉ πΈ(πΊ). If π = {π£1 , π£3 }, then Μ Μ Μ Μ Μ (πΊ) ≥ π(π£|π) = (1, 1) = π(π£2 |π). Hence, π is a complement resolving set of graph πΊ and πππ 2. (iv) Let π£1 , π£π£2 , π£π£3 ∈ πΈ(πΊ) ; π£1 π£2 , π£1 π£3 , π£2 π£3 ∈ πΈ(πΊ). If π = {π£1 , π£3 }, then π(π£|π) = Μ Μ Μ Μ Μ (πΊ) ≥ 2. (1, 1) = π(π£2 |π). Hence, π is a complement resolving set of graph πΊ and πππ Μ Μ Μ Μ Μ (πΊ) ≥ Based on the description above, if we haveπ£ ∈ π(πΊ) where deg(π£) ≥ 3, then πππ 2. β The complement metric dimension of path graph is presented as below. Μ Μ Μ Μ Μ (ππ ) = 1, for π > 2. Theorem 7. πππ Proof. Let (ππ ) = {π£π |π = 1,2, … , π}, πΈ(ππ ) = {π£π π£π+1 |π = 1,2, … , π − 1},the path of graph ππ isπ£1 , π£2 , … , π£π−1 , π£π , and if π = {π£2 }, then we haveπ£1 , π£3 ∈ π(ππ ) β π. Hence, π(π£1 |π) = (1) = π(π£3 |π). Furthermore, we will show that π is a complement resolving set with maximum cardinality. Choose any π ′ ⊆ π(ππ ) where |π ′ | > π. Without loss of generality, let |π ′ | = 2. Let π ′ = {π₯, π¦}, then there are two possibilities, namely: (i) one of the vertices is the endpoint, so that π₯ = π£1 and π¦ = π£π for π = 2, 3, … , π − 1 ; (ii) both vertices are not the endpoint, so that π₯ = π£π and π¦ = π£π , π, π = 2,3, … , π − 1 (i) Let π ′ = {π£1 , π£π } where π = 2, 3, … , π − 1. Choose any π£π , π£π ∈ π(ππ ) β π′ where π < π, then π(π£π , π£1 ) < π(π£π , π£1 ). Hence, π(π£π |π′) ≠ π(π£π |π′). Thus, π ′ = {π£1 , π£π } where π = 2, 3, … , π − 1 is not a complement resolving set of graph ππ . (ii) Let π ′ = {π£π , π£π } where π, π = 2,3, … , π − 1 and π < π. Choose any π£π , π£π ∈ π(ππ ) β π ′ where π < π, then there are six possibilities, namely: (a) π, π < π; (b) π < π; π < π < π; (c) π < π; π > π; (d) π < π, π < π; (e) π < π < π, π > π; and (f) π, π > π. a) Choose any π£π , π£π ∈ π(ππ ) β π′ where π < π < π < π, then π(π£π , π£π ) < π(π£π , π£π ). Hence, π(π£π |π′) ≠ π(π£π |π′). b) Choose any π£π , π£π ∈ π(ππ ) β π′ where π < π < π < π, then π(π£π , π£π ) < π(π£π , π£π ). Hence, π(π£π |π′) ≠ π(π£π |π′). c) Choose any π£π , π£π ∈ π(ππ ) β π′ where π < π < π < π. Suppose π(π£π , π£π ) = π(π£π , π£π ), then π(π£π , π£π ) < π(π£π , π£π ). Hence, π(π£π |π′) ≠ π(π£π |π′). d) Choose any π£π , π£π ∈ π(ππ ) β π′ where π < π < π < π, then (π£π , π£π ) < π(π£π , π£π ). Hence, π(π£π |π′) ≠ π(π£π |π′). e) Choose any π£π , π£π ∈ π(ππ ) β π′ where π < π < π < π, then π(π£π , π£π ) < π(π£π , π£π ). Hence, π(π£π |π′) ≠ π(π£π |π′). f) Choose any π£π , π£π ∈ π(ππ ) β π′ where π < π < π < π, then π(π£π , π£π ) < π(π£π , π£π ). Hence, π(π£π |π′) ≠ π(π£π |π′). Based on the six possibilities above, π ′ = {π£π , π£π } where π, π = 2,3, … , π − 1 is not a complement resolving set of graph ππ . http://www.iaeme.com/IJCIET/index.asp 1231 editor@iaeme.com the Complement Metric Dimension of Graphs and its Operations Thus, for each π ′ ⊆ π(ππ ) where |π ′ | = 2 is not a complement resolving set of graph ππ . Based on Lemma 5, for each π ′ ⊆ π(ππ ) where |π ′ | > π is also is also not a complement Μ Μ Μ Μ Μ (ππ ) = 1. β resolving set of graph ππ . Therefore, π is a complement base of graph ππ and πππ The complement metric dimension of cycle graph is presented as follow Μ Μ Μ Μ Μ (πΆπ ) = { 1, ππ π ππ πππ where π > 2. Theorem 8. πππ 2, ππ π ππ ππ£ππ Proof. Let graph πΆπ has the order of π, then there are two possibilities where π is odd or π is even. Case 1.If π is odd, forπ = 2π + 1, π ≥ 1 Let π(πΆπ ) = {π£π |π = 1,2, … , π, π + 1, … , π}, πΈ(πΆπ ) = {π£π π£π+1 , π£1 π£π |π = 1,2, … , π − 1}, and choose π = {π£1 }, then we have π£2 , π£π ∈ π(πΆπ ). Hence, π(π£2 |π) = (1) = π(π£π |π). Furthermore, we will show that π is a complement resolving set with maximum cardinality. Choose any π ′ ⊆ π(πΆπ ) where |π ′ | > π. Without loss of generality, let |π ′ | = 2 where π ′ = {π₯, π¦}, π₯, π¦ ∈ π(πΊ). Choose any π ′ = {π₯, π¦}, π₯, π¦ ∈ π(πΊ). If π(π’, π₯) = π(π£, π₯), then π(π’, π¦) ≠ π(π£, π¦) or if π(π’, π¦) = π(π£, π¦), then π(π’, π₯) ≠ π(π£, π₯). Hence, π(π’|π′) ≠ π(π£|π′). ′ ′ Thus, for eachπ ⊆ π(πΆπ ) where |π | = 2 is not a complement resolving set of graph πΆπ where the π is odd. Based on Lemma 5, for each π ′ ⊆ π(πΆπ ) where|π ′ | > π is also not a complement resolving set of graph πΆπ where the π is odd. Therefore, πis a complement basis Μ Μ Μ Μ Μ (πΆπ ) = 1 for odd π. of graph πΆπ and πππ Case 2. If π is even, forπ = 2π, π ≥ 2. Let π(πΆπ ) = {π£π |π = 1,2, … , π, π + 1, … , π}, πΈ(πΆπ ) = {π£π π£π+1 , π£1 π£π |π = 1,2, … , π − 1}, the cycle of πΆπ is π£1 , π£2 , … , π£π−1 , π£π , π£π+1 , … , π£π , π£1 . Choose π = {π£1 , π£π+1 }, then we have π£2 , π£π ∈ π(πΆπ ). Hence, π(π£2 |π) = (1, π − 1) = π(π£π |π). Furthermore, we will show that π is a complement resolving set with maximum cardinality. Choose any π ′ ⊆ π(πΆπ ) where |π ′ | > π. Without loss of generality, let |π ′ | = 3 where π ′ = {π₯, π¦, π§}, π₯, π¦, π§ ∈ π(πΆπ ) − π. Choose any π’, π£ ∈ π(πΊ) − π′. If π(π’, π₯) = π(π£, π₯) and π(π’, π¦) = π(π£, π¦), then π(π’, π§) ≠ π(π£, π§). Hence, π(π’|π′) ≠ π(π£|π′). Thus, for every π ′ ⊆ π(πΆπ ) where |π ′ | = 3 is not a complement resolving set of graph πΆπ where the π is even. Based on Lemma 5, for every π ′ ⊆ π(πΆπ ) where |π ′ | > π is also not a complement resolving set of graph πΆπ where the π is even. Therefore, π is a complement basis Μ Μ Μ Μ Μ (πΆπ ) = 2 for even π. β of graphπΆπ and πππ The complement metric dimension of star graph is presented as follow. Μ Μ Μ Μ Μ (ππ ) = π − 2, for π > 2. Theorem 9. πππ Proof. Let π(ππ ) = {π£π |π = 1,2, … , π}, deg π£1 = π − 1, πΈ(ππ ) = {π£1 π£π |π = 2, … , π}. Chooseπ = {π£π |π = 1,2, … , π − 2}. Since π£1 π£π ∈ πΈ(ππ ), then we have π£π−1 , π£π ∈ π(ππ ). Hence, π(π£π−1 |π) = (1, 2, 2, … ,2) = π(π£π |π). Based on Observation 4, π is a complement resolving set with maximum cardinality. Μ Μ Μ Μ Μ (ππ ) = π − 2. β Therefore, π is a complement basis of graph ππ and πππ The complement metric dimension of complete graph is presented as follow. Μ Μ Μ Μ Μ (πΎπ ) = π − 2, for π > 2. Theorem 10. πππ http://www.iaeme.com/IJCIET/index.asp 1232 editor@iaeme.com L. Susilowati, Slamin and A. Rosfiana Proof. Let π(πΎπ ) = {π£π |π = 1,2, … , π}, πΈ(πΎπ ) = {π£π π£π | π, π = 1,2, … , π, π ≠ π }. Choose π = {π£π |π = 1,2, … , π − 2}. Since every two vertices of graph πΎπ is adjacent, then we have π£π−1 , π£π ∈ π(πΎπ ). Hence, π(π£π−1 |π) = (1, 1, … ,1) = π(π£π |π). Based on Observation 4, π is a complement resolving set with maximum cardinality. Μ Μ Μ Μ Μ (πΎπ ) = π − 2. β Therefore, π is a complement basis of graph πΎπ and πππ The following is the graph characteristic with complement metric dimension is one. Μ Μ Μ Μ Μ (πΊ) = 1 if and only if Theorem 11. Let πΊ be a connected graph of order π > 2, πππ πΊ = ππ or πΊ = πΆπ where π is odd. Proof. Let πΊ is a connected graph of order π > 2 and π(πΊ) = {π£π |π = 1,2, … , π}. Μ Μ Μ Μ Μ (πΊ) = 1 and πΊ ≠ ππ , then there are two cases: (A). Let πππ πΊ is a graph where we have π£ ∈ π(πΊ) where deg(π£) ≥ 3; or πΊ is a graph where in every π£ ∈ π (πΊ ) where deg(π£) = 2. Μ Μ Μ Μ Μ (πΊ) ≥ 2. It is contradictory to πππ Μ Μ Μ Μ Μ (πΊ) = Case (i) is not possible in regard to Lemma 6, πππ 1. Case (ii), let in every π£ ∈ π(πΊ) applies deg(π£) = 2, then πΊ is a cycle graph. Based on Μ Μ Μ Μ Μ (πΊ) = 1, then πΊ = πΆπ where π is odd. Theorem 8 and since πππ Μ Μ Μ Μ Μ (πΊ) = 1 and πΊ ≠ ππ , then Based on the description of case (i) and (ii), we obtain that if πππ πΊ = πΆπ where π is odd. Μ Μ Μ Μ Μ (πΊ) = 1 and πΊ ≠ πΆπ where π is odd, then there are two cases: (B). Let πππ (i) πΊ is a cycle graph containing even order; or (ii) πΊ is a graph with π£ ∈ π(πΊ) where deg(π£) ≠ 2. Μ Μ Μ Μ Μ (πΆπ ) = 2 where π is even. It is Case (i) is not possible in regard to Theorem 8, πππ Μ Μ Μ Μ Μ (πΊ) = 1. contradictory to πππ Case (ii), let πΊ is a graph with π£ ∈ π(πΊ) where deg(π£) ≠ 2, then there are two cases, namely (a) deg(π£) > 2 or (b) deg(π£) < 2. (a). We have π£ ∈ π(πΊ) where deg(π£) > 2. It is not possible in regard to Lemma 6, Μ Μ Μ Μ Μ Μ Μ Μ Μ Μ (πΊ) = 1. πππ(πΊ) ≥ 2. It is contradictory to πππ (b). We have π£ ∈ π(πΊ) where deg(π£) < 2, then deg(π£) = 1. There are two possibilities: (i) Each vertex π£ ∈ π(πΊ), deg(π£) = 1. It is not possible because if this happens, graph πΊ is not connected. This is contradictory to connected graph πΊ. (ii) We have vertex π’ ≠ π£, so deg(π’) = 2. Since graph πΊ is connected, and the degree of Μ Μ Μ Μ Μ (πΊ) = 1. vertex in πΊ are 1 and 2, then πΊ is a track graph. Based on Theorem 7, πππ Μ Μ Μ Μ Μ (πΊ) = 1 and πΊ ≠ πΆπ where π is odd, Based on the description of (b), we obtain that if πππ then πΊ = ππ . From the case of (A) and (B), it can be concluded that if Μ Μ Μ Μ Μ Μ πππ(πΊ) = 1, then πΊ = ππ or πΊ = πΆπ where π is odd. Μ Μ Μ Μ Μ (πΊ) = 1 based on Otherwise, let πΊ = ππ or πΊ = πΆπ where π is odd, then we obtain πππ Theorem 7 and Theorem 8.β The following is the graph characteristic with complement metric dimension is two least than its order. Μ Μ Μ Μ Μ (πΊ) = π − 2 if and only Theorem 12. Let πΊ be a connected graph of order π > 2. πππ if πΊ have two twin vertices. http://www.iaeme.com/IJCIET/index.asp 1233 editor@iaeme.com the Complement Metric Dimension of Graphs and its Operations Proof. Let πΊ be a connected graph of order π and π(πΊ) = {π£π |π = 1,2, … , π}. Μ Μ Μ Μ Μ (πΊ) = π − 2. Suppose there is no π’, π£ ∈ π(πΊ), such that π’ and π£ are twin. Choose Let πππ any π’, π£ ∈ π(πΊ) applies ππΊ (π’) ≠ ππΊ (π£). Μ Μ Μ Μ Μ (πΊ) = π − 2, then we have π ⊆ π(πΊ) where |π| = π − 2 which is the Since πππ complement basis of graph πΊ. Without loss of generality, let π = {π£π |π = 1,2, … , π − 2}, then we have π£π−1 , π£π ∈ π(πΊ) − π where π(π£π−1 |π) = π(π£π |π). Hence, (π£π−1 , π£π ) = π(π£π , π£π ) for π = 1,2, … , π − 2. Since for every π’, π£ ∈ π(πΊ) applies ππΊ (π’) ≠ ππΊ (π£), then ππΊ (π£π−1 ) ≠ ππΊ (π£π ). Hence, we have π ∈ {1,2, … , π − 2} such that π£π ∈ ππΊ (π£π−1 ), but π£π ∉ ππΊ (π£π ) or viceversa. Let π£π ∈ ππΊ (π£π−1 ), π£π ∉ ππΊ (π£π ), π ∈ {1,2, … , π − 2}, then π(π£π−1 , π£π ) = 1 and π(π£π , π£π ) > 1. Hence, π(π£π−1 , π£π ) ≠ π(π£π , π£π ). It is contradictory to the statement where Μ Μ Μ Μ Μ (πΊ) = π − 2, then πΊh ave two π(π£π−1 , π£π ) = π(π£π , π£π ) for π = 1,2, … , π − 2. Therefore, if πππ twin vertices. Otherwise, let πΊ have two twin vertices. Based on Lemma 1, π(π’, π₯) = π(π£, π₯) for every π(π’, π₯) = π(π£, π₯). Let = π(πΊ) − {π’, π£}, then |π| = |π(πΊ)| − 2 = π − 2. Since π(π’, π₯) = π(π£, π₯) for every π₯ ∈ π(πΊ) − {π’, π£}, then π(π’|π) = π(π£|π). Hence, π is a complement basis Μ Μ Μ Μ Μ (πΊ) = π − 2. β of graph πΊand πππ 3. COMPLEMENT METRIC DIMENSION OF CORONA PRODUCT GRAPH Frucht [4] provided the definition of the corona product. Let πΊ be a connected graph of order π and π» (not necessarily connected) be a graph of order at least two. The graph πΊ corona π», denoted by πΊβ¨π», is a graph that is obtained by taking π copies of graph π»1 , π»2 , … , π»π of π» and connecting the π-th vertex of πΊ to all vertices of π»π . The theorem of complement metric dimension of corona product graph is presented below. Theorem 13. Let πΊ be a connected graph of order π1 and π» be a connected graph of order π2 ≥ 2. Then Μ Μ Μ Μ Μ (πΊβ¨π») = (π1 − 1)(1 + π2 ) + πππ Μ Μ Μ Μ Μ (πΎ1 + π»). πππ Proof. Let πΊ and π» be connected graphs of order π1 and π2 , respectively. Let π(πΊ) = {π’π |π = 1,2, … , π1 }, π(π») = {π£π |π = 1,2, … , π2 } for π2 ≥ 2, π»π be π-th copy of π» for π = 1,2, … , π1 , and π(π»π ) = {π£ππ |π = 1,2, … , π2 } for π = 1,2, … , π1 . Let π(πΊβ¨π») = π1 π(πΊ) βπ=1 π(π»π ) and π1 πΈ(πΊβ¨π») = πΈ(πΊ) βπ=1 πΈ(π»π ) β {π’π π£ππ | π’π ∈ π(πΊ), π£ππ ∈ π(π»π )}. Let ππ is a basis π1 complement of graph 〈π’π 〉 + π»π , Choose π = π1 βπ=2 π(π»π ) ∪ π(πΊ) − {π’1 }. Since for every |π| = |π1 | + π ∈ {1,2, … , π1 } applies 〈π’π 〉 + π»π ≅ πΎ1 + π» and π»π ≅ π», then (π1 − 1)|π(π»)| + |π(πΊ)| − 1 or Μ Μ Μ Μ Μ (πΎ1 + π» ) + (π1 − 1)π2 + (π1 − 1). |π| = πππ Furthermore, we will show that π is complement resolver of graph πΊβ¨π». Since π1 is a basis complement of graph 〈π’1 〉 + π»1, then we have π’, π£ ∈ π(π»1 ) ∪ {π’1 } β π1 . Hence, π(π’|π1) = π(π£|π1 ). Since π’1 π’, π’1 π£ ∈ πΈ(πΊβ¨π»), then π(π’, π’1 ) = 1 = π(π£, π’1 ). Hence, π’1 ∈ π1 . Choose π₯ ∈ π(π»1 ), π¦ ∈ π(πΊβ¨π») − π(π»1 ) − {π’1 }, then π1 π(π₯, π¦) = π(π₯, π’1 ) + π(π’1 , π¦). Hence, π(π’, π¦) = π(π£, π¦). Since π = π1 βπ=2 π(π»π ) ∪ π(πΊ) − {π’1 }, then π(π’|π) = π(π£|π). Hence, π is a complement resolving set of graph πΊβ¨π». http://www.iaeme.com/IJCIET/index.asp 1234 editor@iaeme.com L. Susilowati, Slamin and A. Rosfiana Afterward, we will show that π is a complement resolving set of graph πΊβ¨π» with maximum cardinality. Choose π′ ⊆ π(πΊβ¨π») with |π| < |π′| < |π(πΊβ¨π»)| − 2, then we have Μ Μ Μ Μ Μ (〈π’π 〉 + π»π ). Choose ππ = π′ ∩ π(〈π’π 〉 + π»π ) for every π ∈ {1,2, … , π1 }. Hence, |ππ | > πππ π₯, π¦ ∈ π(πΊβ¨π») β π′, then there are four possibilities namely: (i) π₯ ∈ π(πΊ), π¦ ∈ π(π»π ) (ii) π₯, π¦ ∈ π(πΊ) (iii) π₯, π¦ ∈ π(π»π ) or (iv) π₯ ∈ π(π»π ), π¦ ∈ π(π»π ). I. If π₯ ∈ π(πΊ) − π′ and π¦ ∈ π(π»π ) − π′, then there are π, π ∈ {1,2, … , π1 }, π ∈ {1,2, … , π2 }. Hence, π₯ = π’π and π¦ = π£ππ . There are two possibilities which can occur, π = π or π ≠ π. a. Suppose π’π ∈ π(πΊ), π£ππ ∈ π(π»π ) with π = π, then π’π = π’π and π£ππ is adjacent with π’π . Choose π€ ∈ ππ with π ≠ π, π ∈ {1,2, … , π1 }, then π(π’π , π€) < π(π£ππ , π€). Hence, π(π’π |ππ ) ≠ π(π£ππ |ππ ). Since ππ ⊆ π′, then π(π’π |π′) ≠ π(π£ππ |π′). b. Suppose π’π ∈ π(πΊ), π£ππ ∈ π(π»π ) with π ≠ π and choose π€ ∈ ππ . Since π(π’π , π€) < π(π£ππ , π€), then π(π’π |ππ ) ≠ π(π£ππ |ππ ). Since ππ ⊆ π′, then π(π’π |π′) ≠ π(π£ππ |π′) If π₯, π¦ ∈ π(πΊ) − π′, then there are π, π ∈ {1,2, … , π1 } with π ≠ π. Hence π₯ = π’π and π¦ = π’π . Choose π€ ∈ ππ , then π(π’π , π€) < π(π’π , π€). Hence π(π’π |ππ ) ≠ π(π’π |ππ ). Since ππ ⊆ π′, then π(π’π |π′) ≠ π(π’π |π′) III. Suppose π₯, π¦ ∈ π(π»π ) − π′ for every π ∈ {1,2, … , π1 }, then π₯, π¦ ∈ π(〈π’π 〉 + π»π ) − Μ Μ Μ Μ Μ (〈π’π 〉 + π»π ), then |ππ | > πππ π′. Since there is ππ = π′ ∩ π(〈π’π 〉 + π»π ) with π(π₯|ππ ) ≠ π(π¦|ππ ). Hence π(π₯|π′) ≠ π(π¦|π′). IV. If π₯ ∈ π(π»π ) − π′ and π¦ ∈ π(π»π ) − π′ with π ≠ π and π, π ∈ {1,2, … , π1 }, then we have π, π ∈ {2,3, … , π2 }. So π₯ = π£ππ and π¦ = π£ππ . Choose π€ ∈ ππ , then π(π£ππ , π€) ≤ 2 and π(π£ππ , π€) ≥ 3. Hence, π(π£ππ , π€) < π(π£ππ , π€). Thus, π(π£ππ |ππ ) ≠ π(π£ππ |ππ ) and π(π£ππ |π′) ≠ π(π£ππ |π′) because ππ ⊆ π′. According to the four possibilities mentioned above, π′ ⊆ π(πΊβ¨π») with |π| < |π′| < |π(πΊβ¨π»)| − 2 is not a basis complement of graph πΊβ¨π». Hence, π is a basis complement with maximum cardinality. We can conclude that, Μ Μ Μ Μ Μ (πΊβ¨π») = (π1 − 1)(1 + π2 ) + πππ Μ Μ Μ Μ Μ (πΎ1 + π»). πππ II. 4. COMPLEMENT METRIC DIMENSION OF COMB PRODUCT GRAPH Comb product is a special case of the rooted product graph, which has been defined by Godsil [5]. Let πΊ and π» be two connected graphs and π be a root vertex of π». The comb product between πΊ and π», denoted by πΊππ», is a graph obtained by taking one copy of πΊ and |π(πΊ)| copies of π» and grafting the π-th copy of π» at the vertex π to the π-th vertex of πΊ. The theorem of complement metric dimension of operation graph of comb product is presented below. Theorem 14. Let πΊ be a connected graph of order π, then Μ Μ Μ Μ Μ (πΊππΆπ ) = πππ Μ Μ Μ Μ Μ (πΆπ ) + (π − 1)π πππ Proof. Let πΊ be a connected graph of order π, π(πΊ) = {π’π |π = 1,2, … , π}, π(πΆπ ) = {π£π |π = 1,2, … , π} with π ≥ 3; π is grafting vertex of graph πΆπ . http://www.iaeme.com/IJCIET/index.asp 1235 editor@iaeme.com the Complement Metric Dimension of Graphs and its Operations Let πΆπ π be a copy of graph πΆπ with π = 1,2, … , π; ππ is grafting vertex at πΆπ π , π(πΆπ π ) = {π£ππ |π = 1,2, … , π} with π = 1,2, … , π; π(πΊππΆπ ) = βππ=1 π(πΆπ π ), ππ is a basis complement of graph πΆπ π which has grafting vertex ππ . Choose π = π1 βππ=2 π(πΆπ π ). Since for every π ∈ {1,2, … , π} applies πΆπ π ≅ πΆπ then |π| = Μ Μ Μ Μ Μ (πΆπ ) + (π − 1)π. Furthermore, we will show that π is |π1 | + (π − 1)|π(πΆπ )| or |π| = πππ a complement resolving set of graph πΊοπΆπ . Since π1 is a basis complement of graph πΆπ 1, then we have π’, π£ ∈ π(πΆπ 1 ) β π1. So π(π’|π1 ) = π(π£|π1). Choose π₯ ∈ π(πΆπ 1 ), π¦ ∈ π(πΊππΆπ ) − π(πΆπ1 ), then π(π₯, π¦) = π(π₯, π1 ) + π(π1 , π¦). Since π(π’|π1 ) = π(π£|π1) and π1 ∈ π1, then π(π’, π1 ) = π(π£, π1 ). So π(π’, π¦) = π(π£, π¦). Since π = π1 βππ=2 π(πΆπ π ), then π(π’|π) = π(π£|π). Thus, π is a complement resolving set of graph πΊππΆπ . Following this, we will show that π is a complement resolving set of graph πΊππΆπ with maximum cardinality. Choose π′ ⊆ π(πΊππΆπ ) with |π| < |π′| < |π(πΊππΆπ )| − 2 then we have ππ = π′ ∩ π(πΆπ π ) for every π ∈ {1,2, … , π}. Hence, |ππ | > |ππ |. Choose π₯, π¦ ∈ π(πΊππΆπ ) β π′, then there are four possibilities namely: (i) π₯ ∈ π(πΊ), π¦ ∈ π(πΆπ π ) (ii) π₯, π¦ ∈ π(πΊ) (iii) π₯, π¦ ∈ π(πΆπ π ) or (iv) π₯ ∈ π(πΆπ π ), π¦ ∈ π(πΆπ π ). I. If π₯ ∈ π(πΊ) − π′ and π¦ ∈ π(πΆπ π ) − π′, then there are π, π ∈ {1,2, … , π}, π∈ {1,2, … , π}. So, π₯ = ππ and π¦ = π£ππ . There are two possibility, namely π = π or π ≠ π. Let ππ ∈ π(πΊ) − π′, π£ππ ∈ π(πΆπ π ) − π′ with π = π then ππ = ππ . Choose π€ ∈ ππ with π ≠ π, π ∈ {1,2, … , π} then π(ππ , π€) ≠ π(π£ππ , π€) hence π(ππ |ππ ) ≠ π(π£ππ |ππ ). Karena ππ ⊆ π′ then π(ππ |π ′ ) ≠ π(π£ππ |π ′ ) or π(π₯|π′) ≠ π(π¦|π′). Let ππ ∈ π(πΊ) − π′, π£ππ ∈ π(πΆπ π ) − π′ with π ≠ π and choose π€ ∈ ππ . Since π(ππ , π€) < π(π£ππ , π€), then π(ππ |ππ ) ≠ π(π£ππ |ππ ). Because ππ ⊆ π′, then π(ππ |π ′ ) ≠ π(π£ππ |π ′ ) or π(π₯|π′) ≠ π(π¦|π′). II. Let π₯, π¦ ∈ π(πΊ) − π′, then we have π, π ∈ {1,2, … , π} with π ≠ π. Therefore, π₯= ππ and π¦ = ππ . Since π(ππ , ππ ) ≠ π(ππ , ππ ), then π(ππ , π€) ≠ π(ππ , π€) for every π€ ∈ ππ . Hence, π(ππ |ππ ) ≠ π(ππ |ππ ). Since ππ ⊆ π′, then π(ππ |π′) ≠ π(ππ |π′) or π(π₯|π′) ≠ π(π¦|π′). III. Let π₯, π¦ ∈ π(πΆπ π ) − π′ for π ∈ {1,2, … , π}. Because there is ππ = π′ ∩ π(πΆπ π ) with |ππ | > |ππ |, then π(π₯|ππ ) ≠ π(π¦|ππ ). Since ππ ⊆ π′, then π(π₯|π′) ≠ π(π¦|π′). IV. Let π₯ ∈ π(πΆπ π ) − π′ and π¦ ∈ π (πΆπ π ) − π′ with π ≠ π; π, π ∈ {1,2, … , π}, then we have π, π ∈ {1,2, … , π} so π₯ = π£ππ and π¦ = π£ππ . Since ππ = π′ ∩ π(πΆπ π ) with |ππ | > |ππ |, then π(π£ππ |ππ ) ≠ π(ππ |ππ ). Choose π€ ∈ ππ , then we make sure that path π£ππ − π€ contains vertices ππ and π(π£ππ , π€) = π(π£ππ , ππ ) + π(ππ , π€). Since in cycle graph π(π£ππ , π€) − π(ππ, π€) = π(π£ππ , ππ ) is not possible for every π€ ∈ ππ and π(π£ππ |ππ ) ≠ π(ππ |ππ ), then π(π£ππ |ππ ) ≠ π(π£ππ |ππ ). Consequently, π(π£ππ |π′) ≠ π(π£ππ |π′) or π(π₯|π′) ≠ π(π¦|π′) because ππ ⊆ π′. http://www.iaeme.com/IJCIET/index.asp 1236 editor@iaeme.com L. Susilowati, Slamin and A. Rosfiana Based on the four possibilities mentioned above, then π′ ⊆ π(πΊππΆπ ) with |π| < |π′| < |π(πΊππΆπ )| − 2 is not a basis complement of graph πΊππΆπ . Hence, π is a basis complement Μ Μ Μ Μ Μ (πΊππΆπ ) = πππ Μ Μ Μ Μ Μ (πΆπ ) + (π − 1)π. with maximum cardinality. Thus, πππ Conjecture 15. Let πΊ and π» be connected graphs of order π, π ≥ 3, then Μ Μ Μ Μ Μ πππ(π») + (π − 1)π , ππ πππππ‘πππ π£πππ‘ππ₯ ππ π ππππππ Μ Μ Μ Μ Μ πππ ππ ππππππππππ‘ ππ π» πππ(πΊππ») { π. Μ Μ Μ Μ Μ πππ(πΊ), πππ ππππ‘βππ 5. SUGGESTION Further research could examine the complement metric dimension of the resulted graphs. Inspired by the previous research conducted by Susilowati, et al. [17] and Susilowati, et al. [18], this research can also be used as a source of information about commutative characterization of comb and corona operation in complement metric dimension. 6. ACKNOWLEDGEMENTS This research is supported by DRPM Indonesia through Penelitian Dasar Unggulan Perguruan Tinggi Universitas Airlangga2018. REFERENCES [1] [2] [3] [4] [5] [6] [7] [8] [9] [10] [11] [12] Ali, M., Ali, G., Ali, U., & Rahim, M.T., On Cycle Related Graphs with Constan Metric Dimension, Open Journal of Discrete Mathematics 2, 21-23 (2012). Baca, M., Baskoro, E.T., Salman, A. N. M., Saputro, S. 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