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Research article

Some geometric properties of multivalent functions associated with a new generalized q-Mittag-Leffler function

  • Received: 25 February 2022 Revised: 01 April 2022 Accepted: 07 April 2022 Published: 18 April 2022
  • MSC : 33E12, 30C45

  • In this article, a new generalized q-Mittag-Leffler function is introduced and investigated. Motivated by the newly defined function and using the concept of differential subordination, a new subclass of multivalent functions is introduced. Some geometric properties of them are obtained. Furthermore, the radii for the aforementioned subclass associated with a generalized Srivastava-Attiya integral operator are also studied.

    Citation: Sarem H. Hadi, Maslina Darus, Choonkil Park, Jung Rye Lee. Some geometric properties of multivalent functions associated with a new generalized q-Mittag-Leffler function[J]. AIMS Mathematics, 2022, 7(7): 11772-11783. doi: 10.3934/math.2022656

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  • In this article, a new generalized q-Mittag-Leffler function is introduced and investigated. Motivated by the newly defined function and using the concept of differential subordination, a new subclass of multivalent functions is introduced. Some geometric properties of them are obtained. Furthermore, the radii for the aforementioned subclass associated with a generalized Srivastava-Attiya integral operator are also studied.



    Let S:=K[x1,,xr] be a polynomial algebra over a filed K. Let X be a finitely generated Zr-graded S-module. A Stanley decomposition of X is a presentation of K-vector space X as a finite direct sum

    T:X=af=1zfK[Wf],

    where zfX is a homogeneous element and Wf{x1,,xr} and zfK[Wf] is the K-subspace of X generated by all elements zfb, where b is a monomial in K[Wf]. The Zr-graded K-subspace zfK[Wf]X is called a Stanley space of dimension |Wf|, if zfK[Wf] is a free K[Wf]-module. Define

    sdepth(T)=min{|Wf|:f=1,,a},and
    sdepth(X)=max{sdepth(T):TisaStanleydecompositionofX}.

    The number sdepth(T) is called the Stanley depth of decomposition T and sdepth(X) is called the Stanley depth of X. Let R be a local noetherian ring with a unique maximal ideal m and X be a finitely generated R-module. The common length of all maximal X-sequences in m is called the depth of X. Stanley conjectured in [27] that for a Zr-graded module X, sdepth(X)depth(X). Afterwards, a number of articles have been published in which this conjecture has been discussed for different cases. This conjecture was disproved by Duval et al. in [8]. Stanley depth gained attention when Herzog et al. gave an algorithm in [10] for computing sdepth(X) for module of the type X=Q2/Q1, where Q1Q2S are monomial ideals. Though the algorithm is useful for studying Stanley depth in some special cases, but computing Stanley depth by using this algorithm is a hard combinatorial problem, in general. In [24], Rinaldo gave a computer implementation for this algorithm, in the computer algebra system CoCoA. This algorithm is useful only when the ring has small number of variables. Therefore, it's worth giving values and bounds for Stanley depth of some classes of modules. For some literature related to depth and Stanley depth the readers are referred to [7,12,14,15,16,20,22,23]. Herzog conjectured in [11]:

    Conjecture 1.1. (Herzog) Let QS be a monomial ideal. Then sdepth(Q)sdepth(S/Q).

    The above conjecture has been proved in some special cases; see for instance [13,17,21,23]. In this paper we study depth and Stanley depth of the edge ideals and their residue class rings for some classes of graphs which we call multi triangular snake graphs and multi triangular ouroboros snake graphs. We find the exact values of depth and Stanley depth of the cyclic module associated to the triangular and multi triangular snake graphs, when n1(mod2) and give tight bounds when n0(mod2). We also find the exact values of depth and Stanley depth of cyclic modules associated to the triangular and multi triangular ouraboros snake graphs. In the last section of this paper we give a lower bound for Stanley depth of edge ideal of triangular and multi triangular snake and ouraboros snake graphs and we prove the the Conjecture 2.11 for the edge ideal of all classes of graphs we considered. The use of the computer algebra system CoCoA [28] is gratefully acknowledged.

    Let G=(V(G),E(G)) be a graph with vertex set V(G) and edge set E(G). A graph is called simple if it has no loops and no multiple edges. In this paper we consider only simple graphs. If V(G)={x1,x2,,xr} and S=K[x1,x2,,xr], then the edge ideal I(G) of the graph G is the ideal of S generated by all monomials of the form xixj such that {xi,xj}E(G). Note that by abuse of notation, xi will denote both a vertex of a graph G and the corresponding variable of the given polynomial ring. For a given graph G, K[V(G)] will denote the polynomial ring whose variables are the vertices of the graph G. If G is a graph on {x1,x2,,xr} vertices, then G is called a path if E(G)={{xi,xi+1}:i=1,2,,r1}. A path on r vertices is usually denoted by Pr. The number of edges in the path Pr is called the length of Pr. Let G be a connected graph. If xi,xjV(G) then the distance between xi and xj is the length of the shortest path between xi and xj, denoted by d(xi,xj). The maximum distance between any two vertices of a graph G is called the diameter of G and is denoted by diam(G). A vertex in a connected graph is a cutvertex if removing it (and edges through it) disconnects the graph.

    Definition 2.1. A block of a graph G is a maximal connected subgraph of G that has no cut vertex. If G itself is connected and has no cut vertex, then G is a block.

    Definition 2.2. ([6]) The blockcutvertex graph of a connected graph G, denoted bc(G), is a graph whose vertices are the blocks and cut vertices of G. The edges of bc(G) join cut vertices with those blocks to which they belong.

    An example of the block cut vertex graph bc(G), associated to a graph G, is given in Figure 1.

    Figure 1.  In the first row from left to right, graph G, blocks of G (A,B,CandD). In the second row from left to right, cut vertices of G and block cut vertex graph of G.

    Definition 2.3. ([25]) A triangularsnake is a connected graph in which all blocks are triangles and the block cut point (or block cut vertex) graph is a path. If we have n blocks in a triangular snake graph then this graph is denoted by Δn.

    Definition 2.4. ([26]) Let n1 and m2, then Δn,m is a triangular snake with n blocks and every block has m number of triangles with one common edge.

    Let m,n1. We call Δn,m an m-triangular snake. In particular, if m=1, then Δn,1=Δn is a triangular snake, and if m2, then we call Δn,m a multi triangular snake. For i{1,2,,n}, the vertices in the i-th block that are connected by the common edge of the m triangles in Δn,m are labeled as yi and yi+1, while the remaining vertices in the i-th block of Δn,m are labeled by {ui1,ui2,,uim}, see Figure 2 for examples and labeling of Δn,m. Let Sn,m:=K[V(Δn,m)] be the ring of polynomials whose variables are the vertices of Δn,m. Clearly, |V(Δn,m)|=nm+n+1 and |E(Δn,m)|=2nm+n. For some more types of snake graphs, we refer readers to [18,19].

    Figure 2.  From left to right, Δ4,1, Δ3,2 and Δ2,3.

    Let us consider a super graph Δn,m of the graph Δn,m. For m2, the vertex and edge sets of Δn,m are V(Δn,m)=V(Δn,m){u(n+1)1,u(n+1)2,,u(n+1)m} and E(Δn,m)=E(Δn,m){yn+1u(n+1)1,yn+1u(n+1)2,,yn+1u(n+1)m,}. See Figure 2 for example of Δn,m.

    Definition 2.5. The vertices x1 and x2 in a graph G are said to be fusedormergedoridentified, if x1 and x2 are replaced by a single new vertex x, such that, every edge that was adjacent to either x1 or x2 or both, is adjacent to x.

    If we fuse vertices y1 and yn+1 in the Δn,m graph, we get a new graph denoted Ωn,m, we call Ωn,m an mtriangularouraborossnake. In particular, if m=1, then we call Ωn,1 a triangular ouroboros snake, and if m2, then we call Ωn,m a multi triangular ouroboros snake. For i{1,2,,n}, the vertices of degree two in the i-th block of Ωn,m are labeled as {ui1,ui2,,uim}, while the remaining vertices in the i-th block for i{2,,n1} are labeled by yi and yi+1. The fused vertex v in Ωn,m is labeled as y1. Clearly, |V(Ωn,m)|=nm+n and |E(Ωn,m)|=2nm+n. Let us consider a super graph Δn,m of the graph Δn,m. The vertex and edge sets of Δn,m are V(Δn,m)=V(Δn,m){q1,q2,,qm} and E(Δn,m)=E(Δn,m){y1q1,y1q2,,y1qm}. See Figure 3 for examples of Δn,m and Ωm,n.

    Figure 3.  From left to right Δ2,2 and Ω6,2..

    Definition 2.6. Let k2. A k-star denoted Sk is a graph on k vertices, in which one vertex has degree k1 and all other vertices have degree 1.

    The following theorem give the values of depth and Stanley depth for the cyclic module associated to a k-star.

    Theorem 2.7. ([1,Theorem 2.6]) Let Sk be a {k-{star}}. If Q=I(Sk), then depth(K[V(Sk)]/Q)=sdepth(K[V(Sk)]/Q)=1.

    Now we recall two lemmas that play a key role in proofs of our main theorems.

    Lemma 2.8. ([23,Lemma 2.2])For a short exact sequence 0U1U2U30 of Zn-graded S-modules, we have

    sdepth(U2)min{sdepth(U1),sdepth(U3)}.

    Lemma 2.9. (Depth Lemma) If 0U1U2U30 is a short exact sequence of modules over alocal ring S, or a Noetherian graded ring with S0 local, then

    (1) depth(U2)min{depth(U1),depth(U3)}.

    (2) depth(U1)min{depth(U2),depth(U3)+1}.

    (3) depth(U3)min{depth(U1)1,depth(U2)}.

    We have the following intresting result of Biro et. al. for the graded maximal ideal of S.

    Theorem 2.10. ([2,Theorem 2.2])Let m=(x1,x2,,xr) be the graded maximal ideal of S. Then sdepth(m)=r2, where t, with tQ, denotes the smallest integer which is not less than t.

    The following corollaries and lemmas are frequently used in this paper.

    Corollary 2.11. ([3,Corollary 1.3])Let Q be a monomial ideal of S. Then sdepth(S/Q)sdepth(S/(Q:q)) for all monomials qQ.

    Corollary 2.12. ([23,Corollary 1.3]) Let Q be a monomial ideal of S. Then depth(S/Q)depth(S/(Q:q)) for all monomials qQ.

    Lemma 2.13. ([10,Lemma 3.6])Let Q1Q2 be a monomial ideals of S and S=S[xr+1] be the polynomial ring in variable xr+1 over S. Then depth(Q2S/Q1S)=depth(Q2/Q1)+1 and sdepth(Q1S/Q1S)=sdepth(Q2/Q1)+1.

    Lemma 2.14. ([13,Lemma 4.1])Let A1 and A2 be two non-empty subsets of {x1,x2,,xr} and A1A2=. If Q1K[A1]andQ2K[A2] are squarefree monomial ideals such that sdepthK[A1](Q1)>sdepth(K[A1]/Q1). Then

    sdepthK[A1A2](Q1+Q2)sdepth(K[A1]/Q1)+sdepthK[A2](Q2).

    Fouli et al. gave the following lower bound for depth and Stanley depth of S/I(G).

    Theorem 2.15. ([9,Theorems 3.1 and 4.18])Let G be a connected graph. If Q=I(G)S and δ=diam(G), then depth(S/Q),sdepth(S/Q)δ+13.

    We end this section with the following elementary lemma for the Stanley depth of I(Sk).

    Lemma 2.16. Let k2. If Q=I(Sk), then sdepthK[V(Sk)](Q)=1+k12.

    Proof. Since Q=I(Sk)=(xy1,xy2,,xyk1), then Q=xQ and Q=(I:x)=(y1,y2,,yk1). By Lemma 2.13 and Theorem 2.10, we have sdepthK[V(Sk)](Q)=sdepthK[V(Sk)](Q)=sdepthT(Q)+1, where T=K[y1,y2,,yk1]. Now using [4,Theorem 1.1], we get sdepthK[V(Sk)](Q)=k12+1.

    In this section we find the value of depth and Stanley depth of the cyclic module Sn,m/I(Δn,m) when n1(mod2), and give tight bounds when n0(mod2). For this purpose, we first find depth and Stanley depth of the cyclic module Sn,m/I(Δn,m). We will use these results in our main proofs.

    Lemma 3.1. Let n,m1. Then depth(Sn,m/I(Δn,m))=sdepth(Sn,m/I(Δn,m))=n+12.

    Proof. Let us consider two sets, An,m:={yn,un1,un2,,unm,u(n+1)1,u(n+1)2,,u(n+1)m} and An,m:={u(n+1)1,u(n+1)2,,u(n+1)m}. We have the following short exact sequence:

    0Sn,m/(I(Δn,m):yn+1)yn+1Sn,m/I(Δn,m)Sn,m/(I(Δn,m),yn+1)0.

    If n=1, then (I(Δ1,m):y2)=(A1,m) and S1,m/(I(Δ1,m):y2)K[y2], so depth(S1,m/(I(Δ1,m):y2))=1. Since (I(Δ1,m),y2)=(I(Sm+1),y2) and S1,m/(I(Δ1,m),y2)K[V(Sm+1)]/I(Sm+1)[A1,m], thus by Theorem 2.7 and Lemma 2.13, we get depth(S1,m/(I(Δ1,m),y2))=1+m. Hence by Depth Lemma depth(S1,m/I(Δ1,m))=1, as required. If n=2, then (I(Δ2,m):y3)=(I(Sm+1),A2,m) and S2,m/(I(Δ2,m):y3)K[V(Sm+1)]/I(Sm+1)[y3], again by Lemma 2.13 and Theorem 2.7 depth(S2,m/(I(Δ2,m):y3))=1+1=2. Also we have, (I(Δ2,m),y3)=(I(Δ1,m),y3) and S2,m/(I(Δ2,m),y3)S1,m/I(Δ1,m)[A2,m], thus by case n=1 and Lemma 2.13, depth(S2,m/(I(Δ2,m),y3))=1+m. Hence by Depth Lemma, depth(S2,m/I(Δ2,m))=2, this proves the result for n=2. Let n3. We have (I(Δn,m):yn+1)=(I(Δn2,m),An,m) and (I(Δn,m),yn+1)=(I(Δn1,m),yn+1), thus Sn,m/(I(Δn,m):yn+1)Sn2,m/I(Δn2,m)[yn+1] and Sn,m/(I(Δn,m),yn+1)Sn1,m/I(Δn1,m)[An,m]. Now by induction on n and Lemma 2.13 we get depth(Sn,m/(I(Δn,m):yn+1))=n12+1=n+12 and depth(Sn,m/(I(Δn,m),yn+1))=n2+m=n+2m2. Hence by Depth Lemma depth(Sn,m/I(Δn,m))=n+12.

    Applying Lemma 2.8 instead of Depth Lemma on the above short exact sequence and proceeding on the same lines we get, sdepth(Sn,m/(I(Δn,m)))n+12. Now we prove that this lower bound is an upper bound as well. Since yn+1I(Δn,m), by Corollary 2.11, we get sdepth(Sn,m/I(Δn,m))sdepth(Sn,m/(I(Δn,m):yn+1)). Using the same arguments as we used in the case of depth, sdepth(S1,m/(I(Δ1,m):y2))=1 and sdepth(S2,m/(I(Δ2,m):y3))=2. This implies that sdepth(Sn,m/I(Δn,m))n+12, for n=1,2. Let n3. Then sdepth(Sn,m/I(Δn,m))sdepth(Sn,m/(I(Δn,m):yn+1))=sdepth(Sn2,m/I(Δn2,m)[yn+1]). The proof follows by applying induction on n.

    Theorem 3.2. Let n,m1. Then n2depth(Sn,m/I(Δn,m)),sdepth(Sn,m/I(Δn,m))n+12.

    Proof. Let Bn,m:={yn,un1,un2,,unm} be a set of variables. Consider the following short exact sequence:

    0Sn,m/(I(Δn,m):yn+1)yn+1Sn,m/I(Δn,m)Sn,m/(I(Δn,m),yn+1)0.

    If n=1, then (I(Δ1,m):y2)=(B1,m) and S1,m/(I(Δ1,m):y2)K[y2], so depth(S1,m/(I(Δ1,m):y2))=1. Also (I(Δ1,m),y2)=(I(Sm+1),y2), that is, S1,m/(I(Δ1,m),y2)K[V(Sm+1)]/I(Sm+1), so by Theorem 2.7 depth(S1,m/(I(Δ1,m),y2))=1. Hence by Depth Lemma depth(S1,m/I(Δ1,m))=1. If n=2, then (I(Δ2,m):y3)=(I(Sm+1),B2,m), and S2,m/(I(Δ2,m):y3)K[V(Sm+1)]/I(Sm+1)[y3]. By Lemma 2.13 and Theorem 2.7 depth(S2,m/(I(Δ2,m):y3))=2. We have (I(Δ2,m),y3)=(I(Δ1,m),y3) and S2,m/(I(Δ2,m),y3)S1,m/I(Δ1,m), thus by case n=1, depth(S2,m/(I(Δ2,m),y3))=1. Applying Depth Lemma, we get depth(S2,m/I(Δ2,m))1. Since y3I(Δ2,m), by Corollary 2.12, we get depth(S2,m/I(Δ2,m))depth(S2,m/(I(Δ2,m):y3)). This shows that depth(S2,m/I(Δ2,m))2, which proves the result for n=2. Let n3. We have (I(Δn,m):yn+1)=(I(Δn2,m),Bn,m), that is, Sn,m/(I(Δn,m):yn+1)(Sn2,m/(I(Δn2,m)))[yn+1]. Also we have that (I(Δn,m),yn+1)=(I(Δn1,m),yn+1) and Sn,m/I(Δn,m),yn+1)Sn1,m/(I(Δn1,m). By Lemmas 3.1 and 2.13 we have depth(Sn,m/(I(Δn,m):yn+1))=n+12, depth(Sn,m/(I(Δn,m),yn+1))=n2 and by Depth Lemma, depth(Sn,m/I(Δn,m))n2. For the upper bound since yn+1I(Δn,m) by Corollary 2.12, we get depth(Sn,m/I(Δn,m))depth(Sn,m/(I(Δn,m):yn+1))=n+12.

    Proof for Stanley depth is similar we use Lemma 2.8 instead of Depth Lemma and Corollary 2.11 instead of Corollary 2.12.

    Corollary 3.3. If n1(mod2), then depth(Sn,m/I(Δn,m))=sdepth(Sn,m/I(Δn,m))=n+12.

    Remark 3.4. If n2 and m1, then our Theorem 3.2 says that depth(Sn,m/I(Δn,m)),sdepth(Sn,m/I(Δn,m)){n2,n+12\big\}. Whereas, one of the existing known bound for theses modules is given in Theorem 2.15, that is, depth(Sn,m/I(Δn,m)),sdepth(Sn,m/I(Δn,m))diam(Δn,m)+13=n+13. This means that this bound is far away form the actual value for large values of n.

    In this section we find out the exact value of depth and Stanley depth of the cyclic module Tn,m/I(Ωn,m). For this purpose we first find depth and Stanley depth of the cyclic module Sn,m/I(Δn,m) associated to the super graph Δn,m of Δn,m. These results will be used in our main proofs.

    Lemma 4.1. Let n,m1. Then

    depth(Sn,m/I(Δn,m))=sdepth(Sn,m/I(Δn,m))={n+22,n0(mod2);n+12+m,n1(mod2).

    Proof. Let An,m and An,m the sets as defined in Theorem 3.1. Consider the following short exact sequence:

    0Sn,m/(I(Δn,m):yn+1)yn+1Sn,m/I(Δn,m)Sn,m/(I(Δn,m),yn+1)0.

    If n=1, then (I(Δ1,m):y2)=(A1,m) and (I(Δ1,m),y2)=(I(S2m+1),y2). We have S1,m/(I(Δ1,m):y2)K[y2,q1,q2,,qm], and depth(S1,m/(I(Δ1,m):y2))=m+1. Also we have S1,m/(I(Δ1,m),y2)K[V(S2m+1)]/I(S2m+1)[A1,m], so by using Theorem 2.7 and Lemma 2.13 we get depth(S1,m/(I(Δ1,m),y2))=1+m. Hence by Depth Lemma depth(S1,m/I(Δ1,m))=1+m. If n=2, then (I(Δ2,m):y3)=(I(S2m+1),A2,m) and (I(Δ2,m),y3)=(I(Δ1,m),y3), we have that S2,m/(I(Δ2,m):y3)K[V(S2m+1)]/I(S2m+1)[y3], and S2,m/(I(Δ2,m),y3)S1,m/I(Δ1,m)[A2,m]. Thus by Lemma 2.13 and Theorem 2.7, depth(S2,m/(I(Δ2,m):y3))=1+1=2. By Lemma 2.13 and case n=1, we have depth(S2,m/(I(Δ2,m),y3))=m+1+m=2m+1. Hence by Depth Lemma depth(S2,m/I(Δ2,m))=2. Let n3. We have (I(Δn,m):yn+1)=(I(Δn2,m),An,m) and (I(Δn,m),yn+1)=(I(Δn1,m),yn+1) it is easy to see that Sn,m/(I(Δn,m):yn+1)(Sn2,m/(I(Δn2,m)))[yn+1] and Sn,m/(I(Δn,m),yn+1)Sn1,m/I(Δn1,m)[An,m]. Thus by Lemma 2.13 we have

    depth(Sn,m/(I(Δn,m):yn+1))=depth(Sn2,m/(I(Δn2,m)))+1

    and

    depth(Sn,m/(I(Δn,m),yn+1))=depth(Sn1,m/(I(Δn1,m)))+m.

    Case 1. If n0(mod2). Since n20(mod2) and n11(mod2) thus by induction on n, depth(Sn,m/(I(Δn,m):yn+1))=n2+22+1=n+22, and depth(Sn,m/(I(Δn,m),yn+1))=n+12+m. Applying Depth Lemma we get depth(Sn,m/I(Δn,m))=n+22.

    Case 2. If n1(mod2). Since n21(mod2) and n10(mod2) thus by induction on n, depth(Sn,m/(I(Δn,m):yn+1))=n12+1+m=n+12+m and depth(Sn,m/(I(Δn,m),yn+1))=n+12+m. Again by Depth Lemma depth(Sn,m/I(Δn,m))=n+12+m.

    If n=1, then proof for Stanley depth is similar to the proof for depth. If n=2, then we use Lemma 2.8 on the short exact sequence and get sdepth(S2,m/(I(Δ2,m)))2. Now by using Corollary 2.11 we have sdepth(S2,m/(I(Δ2,m)))sdepth(S2,m/(I(Δ2,m):y3)). Using Lemma 2.13 and Theorem 2.7, we have sdepth(Sn,m/(I(Δn,m):y3))=sdepth(K[V(S2m+1)]/I(S2m+1)[y3])=1+1=2, this completes the proof for case n=2. Let n3.

    sdepth(Sn,m/(I(Δn,m):yn+1))=sdepth(Sn2,m/I(Δn2,m))+1

    and

    sdepth(Sn,m/(I(Δn,m),yn+1))=sdepth(Sn1,m/I(Δn1,m))+m.

    Case 1. If n0(mod2). Since n20(mod2) and n11(mod2) thus by induction on n, sdepth(Sn,m/(I(Δn,m):yn+1))=n2+22+1=n+22, and sdepth(Sn,m/(I(Δn,m),yn+1))=n+12+m. By Lemma 2.8 we get sdepth(Sn,m/I(Δn,m))n+22 and by Corollary 2.11 we have sdepth(Sn,m/I(Δn,m))n+22.

    Case 2. If n1(mod2). Since n21(mod2) and n10(mod2) thus by induction on n, sdepth(Sn,m/(I(Δn,m):yn+1))=n12+1+m=n+12+m and sdepth(Sn,m/(I(Δn,m),yn+1))=n+12+m. By Lemma 2.8 we have sdepth(Sn,m/I(Δn,m))n+12+m and by Corollary 2.11 we have sdepth(Sn,m/I(Δn,m))n+12+m.

    Theorem 4.2. Let n3 and m1. Then

    depth(Tn,m/I(Ωn,m))=sdepth(Tn,m/I(Ωn,m))={n2,n0(mod2);n12+m,n1(mod2).

    Proof. Consider the short exact sequence

    0Tn,m/(I(Ωn,m):y1)y1Tn,m/I(Ωn,m)Tn,m/(I(Ωn,m),y1)0.

    Let n=3. Clearly, T3,m/(I(Ω3,m):y1)K[y1,u21,u22,,u2m], and T3,m/(I(Ω3,m),y1)S1,m/I(Δ1,m). We have depth(T3,m/(I(Ω3,m):y1))=m+1 and by Lemma 4.1, depth(T3,m/(I(Ω3,m),y1))=m+1. Hence by Depth Lemma depth(T3,m/I(Ω3,m))=m+1=m+312. If n=4, then T4,m/(I(Ω4,m):y1)(K[V(S2m+1)]/I(S2m+1))[y1] and T4,m/(I(Ω4,m),y1)S2,m/I(Δ2,m), by Lemmas 2.13, 4.1 and Theorem 2.7 depth(T4,m/(I(Ω4,m):y1))=1+1=2 and depth(T4,m/(I(Ω4,m),y1))=2. By Depth Lemma depth(T4,m/I(Ω4,m))=2=42. If n5, then Tn,m/(I(Ωn,m):y1)(Sn4,m/I(Δn4,m))[y1] and Tn,m/(I(Ωn,m),y1)Sn2,m/I(Δn2,m) By Lemma 2.13, depth(Tn,m/(I(Ωn,m):y1))=depth(Sn4,m/(I(Δn4,m)))+1 and similarly depth(Tn,m/(I(Ωn,m),y1))=depth(Sn2,m/I(Δn2,m)).

    Case 1. If n0(mod2). Since n40(mod2) and n20(mod2) thus by Lemma 4.1, depth(Tn,m/I(Ωn,m):y1)=n22+1=n2 and depth(Tn,m/I(Ωn,m),y1)=n2. Using Depth Lemma we get depth(Tn,m/I(Ωn,m))=n2.

    Case 2. If n1(mod2). Since n41(mod2) and n21(mod2) thus by Lemma 4.1, depth(Tn,m/I(Ωn,m):y1)=n12+m and depth(Tn,m/I(Ωn,m),y1)=n12+m. Again by Depth Lemma we get depth(Tn,m/I(Ωn,m))=n12+m.

    When n=3, applying Lemma 2.8 instead of Depth Lemma and Lemma 4.1 and conclude that sdepth(T3,m/(I(Ω3,m)))m+1. For the upper bound since y1I(Ω3,m) by Corollary 2.11, we get sdepth(T3,m/I(Ω3,m))sdepth(T3,m/(I(Ω3,m):y1)). This implies that sdepth(T3,m/I(Ω3,m))m+1 and the result follows. When n=4, using Lemma 2.8, Corollary 2.11, Theorem 2.7, Lemmas 2.13 and 4.1 and proceeding with the same manner, we conclude that sdepth(T4,m/I(Ω4,m))=2=42. If n5, then

    sdepth(Tn,m/(I(Ωn,m):y1))=sdepth(Sn4,m/(I(Δn4,m)))+1.

    and

    sdepth(Tn,m/(I(Ωn,m),y1))=sdepth(Sn2,m/I(Δn2,m)).

    Proof for Stanley depth is similar we use Corollary 2.11 and Lemma 2.8 instead of Depth Lemma.

    Remark 4.3. In Theorem 4.2 we have exact values for depth and Stanley depth of Tn,m/I(Ωn,m). By Theorem 2.15, we have depth(Tn,m/I(Ωn,m)),sdepth(Tn,m/I(Ωn,m))diam(Ωn,m)3. Since diam(Ωn,m)=n2 so we have depth(Tn,m/I(Ωn,m)),sdepth(Tn,m/I(Ωn,m))n+26. This shows that the bound given in Theorem 2.15 is too weak in this case.

    In this section, we find sharp lower bounds for the edge ideal of triangular and multi triangular snake and ouroboros snake graphs. These lower bounds are good enough to show that the Conjecture 2.11 holds in all cases.

    Lemma 5.1. Let n,m1. Then sdepth(I(Δn,m))sdepth(Sn,m/I(Δn,m))+1+m=n+12+1+m.

    Proof. Let us define a set, An,m={yn,un1,un2,,unm,u(n+1)1,u(n+2)2,,u(n+1)m}. As yn+1I(Δn,m), we have

    I(Δn,m)=I(Δn,m)¯Sn,myn+1(I(Δn,m):yn)Sn,m,where¯Sn,m=Sn,m/(yn+1).

    Let n=1. We have I(Δ1,m)¯S1,m=(I(Sm+1))¯S1,mand(I(Δ1,m):y2)S1,m=(A1,m)S1,m. Therefore

    sdepth(I(Δ1,m))min{sdepth(I(Sm+1))¯S1,m,sdepth(A1,m)S1,m}.

    By using Lemma 2.13 and Theorem 2.10, sdepth((A1,m)S1,m)=2m+12+1=m+2. Also by Lemmas 2.16 and 2.13, we get

    sdepth((I(Sm+1))¯S1,m)=sdepth((I(Sm+1))(K[V(Sm+1)]))+m=1+m2+m.

    Thus sdepth(I(Δ1,m))m+2=1+12+1+m. Let n=2. We get I(¯S2,m(Δ1,m))¯S2,m and (I(Δ2,m):y3)S2,m=(I(Sm+1),A2,m)¯S2,m[y3]. This implies sdepth(I(Δ2,m))min{sdepth(I(Δ1,m))¯S2,m,sdepth(I(Sm+1),A2,m)¯S2,m[y3]}. Now Lemma 2.13 and by [3,Theorem 1.3],

    sdepth((I(Sm+1),A2,m)¯S2,m[y3])min{sdepth((I(Sm+1))K[V(Sm+1)])+2m+1,sdepth((A2,m)K[A2,m])+sdepth(K[V(Sm+1)]/I(Sm+1))}+1.

    Now using Lemma 2.16, Theorems 2.10 and 2.7, we have

    sdepth((I(Sm+1),A2,m)¯S2,m[y3])min{5m+42,2m+32}+1=2m+52.

    Also by the case n=1 and Lemma 2.13, we get

    sdepth((I(Δ1,m))¯S2,m)=sdepth((I(Δ1,m))S1,m)+m2m+2.

    Thus

    sdepth(I(Δ2,m))2m+52=2m+2+32=2+12+1+m.

    Let n3. We have I(Δn,m)¯Sn,m=(I(Δn1,m))¯Sn,m,and(I(Δn,m):yn+1)Sn,m=((I(Δn2,m),An,m)¯Sn,m[yn+1]).Thus by induction on n, Lemmas 2.14 and 2.13, we have sdepth((I(Δn2,m),An,m)¯Sn,m[yn+1])sdepth((Sn2,m/I(Δn2,m))Sn2,m)+sdepth((An,m)K[An,m])+1. Now by Theorem 2.10, and Proposition 3.1, we have sdepth((I(Δn2,m),An,m)¯Sn,m[yn+1])n12+2m+12+1=n+12+2m+12=n+12+m+1. Moreover, by induction on n and Lemma 2.13, we get

    sdepth((I(Δn1,m))¯Sn,m)=sdepth((I(Δn1,m))Sn1,m)+mn2+1+m+m>n+12+1+m.

    Thus

    sdepth(I(Δn,m))n+12+1+m.

    Theorem 5.2. If n=1 and m1, then sdepth(I(Δ1,m))sdepth(S1,m/I(Δ1,m))+m2=1+m2. And if n2 and m1, then sdepth(I(Δn,m))n+12+m+12sdepth(Sn,m/I(Δn,m))+m+12.

    Proof. Let Bn,m={yn,un1,un2,,unm}. As yn+1I(Δn,m), thus we have

    I(Δn,m)=I(Δn,m)Sn,myn+1(I(Δn,m):yn+1)Sn,m,whereSn,m=Sn,m/(yn+1).

    Case 1. Let n=1. We have I(Δ1,m)S1,m=I(Sm+1)S1,mand(I(Δ1,m):y2)S1,m=((B1,m)S1,m). Thus sdepth(I(Δ1,m))min{sdepth(I(Sm+1))S1,m,sdepth((B1,m)S1,m)}. By Lemma 2.13, we have sdepth((B1,m)S1,m)=m+12+1=m+32. Now by Lemma 2.16, we have sdepth((I(Δ1,m))S1,m)=sdepth((I(Sm+1)K[V(Sm+1)]))=1+m2. Hence,sdepth(I(Δ1,m))1+m2.

    Case 2. Let n=2. We get I(Δ2,m)S2,m=(I(Δ1,m))S2,m and (I(Δ2,m):y3)S2,m=((I(Sm+1),B2,m)S2,m[y3]). Thus

    sdepth(I(Δ2,m))min{sdepth(I(Δ1,m))S2,m,sdepth((I(Sm+1),B2,m)S2,m[y3])}.

    By Lemma 2.13 and [3,Theorem 1.3],

    sdepth((I(Sm+1),B2,m)S2,m[y3])min{sdepth((I(Sm+1))K[V(Sm+1)])+m+1,sdepth((B2,m)K[B2,m])+sdepth((K[V(Sm+1)]/I(Sm+1))K[V(Sm+1)])}+1.

    Now by Theorems 2.10 and 2.7, we get

    sdepth((I(Sm+1),B2,m)S2,m[y3])min{3m+42,m+32}+1=m+52.

    Now by Lemma 5.1, we have sdepth((I(Δ1,m))S2,m)=sdepth((I(Δ1,m))S1,m)m+2. Hence

    sdepth(I(Δ2,m))m+52=2+12+m+12.

    Finally, consider n3. We have I(Δn,m)Sn,m=(I(Δn1,m))Sn,mand(I(Δn,m):yn+1)Sn,m=((I(Δn2,m),Bn,m)Sn,m[yn+1]). By Lemma 5.1, Lemmas 2.14 and 2.13, we have

    sdepth((I(Δn2,m),Bn,m)Sn,m[yn+1])sdepth((Sn2,m/I(Δn2,m))Sn2,m)+sdepth((Bn,m)K[Bn,m])+1.

    Now by Theorem 2.10 and Lemma 3.1, we obtain

    sdepth((I(Δn2,m),Bn,m)Sn,m[yn+1])n12+m+12+1=n+12+m+12.

    Also by Lemma 5.1, we get

    sdepth((I(Δn1,m))Sn,m)=sdepth((I(Δn1,m))Sn1,m)n2+1+mm+12+n+12.

    To sum up

    sdepth(I(Δn,m))n+12+m+12.

    Lemma 5.3. Let n=1 and m1, then sdepth(I(Δ1,m))2m+1. Let n2 and m1. If n0(mod2), then sdepth(I(Δn,m))sdepth(Sn,m/I(Δn,m))+1+m=n+22+1+m. And if n1(mod2), then sdepth(I(Δn,m))sdepth(Sn,m/I(Δn,m))+2m=n+12+1+2m.

    Proof. Let An,m={yn,un1,un2,,unm,u(n+1)1,u(n+1)2,,u(n+1)m}. As yn+1I(Δn,m), therefore we have

    I(Δn,m)=I(Δn,m)Sn,m

    Case 1. Let n = 1 . We have I(\Delta^{**}_{1, m})\cap S^{''}_{1, m} = I(\mathcal{S}_{2m+1})S^{''}_{1, m} and \big(I(\Delta^{**}_{1, m}):y_{2}\big)S^{**}_{1, m} = (A_{1, m})S^{**}_{1, m}. Therefore, {{\rm{sdepth}}}(I(\Delta^{**}_{1, m}))\geq \min\{{{\rm{sdepth}}}(I(\mathcal{S}_{2m+1})S^{''}_{1, m}), {{\rm{sdepth}}}((A_{1, m})S^{**}_{1, m})\}. By Lemma 2.13 and Theorem 2.10 we have

    {{\rm{sdepth}}}(A_{1,m})S^{**}_{1,m} = {{\rm{sdepth}}} ((A_{1,m})K[A_{1,m}])+m+1 = \Big\lceil\frac{2m+1}{2}\Big\rceil+m+1 = 2m+2.

    Now by Lemmas 2.16 and 2.13, we get

    {{\rm{sdepth}}}(I(\mathcal{S}_{2m+1})S^{''}_{1,m}) = {{\rm{sdepth}}}(I(\mathcal{S}_{2m+1})K[V(\mathcal{S}_{2m+1})])+m = 1+\big\lceil\frac{2m}{2}\big\rceil+m = 2m+1.

    As a result {{\rm{sdepth}}}(I(\Delta^{**}_{1, m}))\geq 2m+1.

    Case 2. Now we will prove this result by induction on n . Let n = 2 . I(\Delta^{**}_{2, m})\cap S^{''}_{2, m} = (I(\Delta^{**}_{1, m}))S^{''}_{2, m}\, \, {\rm{ and }} (I(\Delta^{**}_{2, m}):y_{3})S^{**}_{2, m} = (I(\mathcal{S}_{2m+1}, A_{2, m})S^{''}_{2, m}[y_3]). Consequently

    {{\rm{sdepth}}}(I(\Delta^{**}_{2,m}))\geq \min\{{{\rm{sdepth}}}((I(\Delta^{**}_{1,m}))S^{''}_{2,m}),{{\rm{sdepth}}}(I(\mathcal{S}_{2m+1},A_{2,m})S^{''}_{2,m}[y_3])\}.

    By Lemma 2.13 and [3,Theorem 1.3],

    \begin{eqnarray} {{\rm{sdepth}}} (I(\mathcal{S}_{2m+1},A_{2,m} )S^{''}_{2,m}[y_3])\geq \min\Big\{{{\rm{sdepth}}} ((I(\mathcal{S}_{2m+1})K[V(\mathcal{S}_{2m+1})])+2m+1,{{\rm{sdepth}}}\\((A_{2,m})K[A_{2,m} ])+{{\rm{sdepth}}}((K[V(\mathcal{S}_{2m+1})]/I(\mathcal{S}_{2m+1})K[V(\mathcal{S}_{2m+1})])\Big\}+1. \end{eqnarray}

    Now by Lemma 2.16, Theorems 2.10 and 2.7, we have

    {{\rm{sdepth}}} (I(\mathcal{S}_{2m+1},A_{2,m})S^{''}_{2,m}[y_3])\geq \min\{m+1+2m+1,\big\lceil\frac{2m+1}{2}\big\rceil+1 = m+2\}+1 = m+3.

    Now by the Case 1 and Lemma 2.13, we get {{\rm{sdepth}}}((I(\Delta^{**}_{1, m}))S^{''}_{2, m}) = {{\rm{sdepth}}}((I(\Delta^{**}_{1, m}))S^{**}_{1, m})+m\geq 3m+1. {\rm{To sum up}}, \, \, \, {{\rm{sdepth}}}(I(\Delta^{**}_{2, m}))\geq m+3. In general, for n\geq3. We have

    I(\Delta^{**}_{n,m})\cap S^{''}_{n,m} = (I(\Delta^{**}_{n-1,m}))S^{''}_{n,m} {\rm{ and }} \,\,\, ( I(\Delta^{**}_{n,m}):y_{n+1})S^{**}_{n,m} = ((I(\Delta^{**}_{n-2,m}),A_{n,m} )S^{''}_{n,m}[y_{n+1}]).

    By induction on n , Lemmas 2.14 and 2.13,

    \begin{eqnarray} {{\rm{sdepth}}} ((I(\Delta^{**}_{n-2,m}),A_{n,m} )S^{''}_{n,m}[y_{n+1}]) \geq {{\rm{sdepth}}}((S^{**}_{n-2,m}/I(\Delta^{**}_{n-2,m}))S^{**}_{n-2,m})+ {{\rm{sdepth}}}(A_{n,m} K[A_{n,m} ])+1. \end{eqnarray}

    Case 2(a). If n\equiv 0\, (\mod 2) , then n-1\equiv 1\, (\mod 2) and n-2\equiv 0\, (\mod 2) . By Theorem 2.10 and Lemma 4.1, we have {{\rm{sdepth}}} ((I(\Delta^{**}_{n-2, m}), A_{n, m})S^{''}_{n, m}[y_{n+1}])\geq \lceil\frac{n}{2}\rceil+m+1+1 = \lceil\frac{n+2}{2}\rceil+m+1. Also by induction on n and Lemma 2.13, we get

    {{\rm{sdepth}}}((I(\Delta^{**}_{n-1,m}))S^{''}_{n,m}) = {{\rm{sdepth}}}((I(\Delta^{**}_{n-1,m}))S^{**}_{n-1,m})+\\m\geq\Big\lceil\frac{n+2}{2}\Big\rceil+3m > \Big\lceil\frac{n+2}{2}\Big\rceil+m+1.

    Thus {{\rm{sdepth}}}(I(\Delta^{**}_{n, m}))\geq \Big\lceil\frac{n+2}{2}\Big\rceil+1+m.

    Case 2(b). If n\equiv 1\, (\mod 2) , then n-1\equiv 0\, (\mod 2) and n-2\equiv 1\, (\mod 2) . By Theorem 2.10 and Lemma 4.1, we have {{\rm{sdepth}}} ((I(\Delta^{**}_{n-2, m}), A_{n, m})S^{''}_{n, m}[y_{n+1}])\geq \lceil\frac{n-1}{2}\rceil+m+m+1+1 = \lceil\frac{n+1}{2}\rceil+2m+1. Also by induction on n and Lemma 2.13, we get

    {{\rm{sdepth}}}((I(\Delta^{**}_{n-1,m}))S^{''}_{n,m}) = {{\rm{sdepth}}}((I(\Delta^{**}_{n-1,m}))S^{**}_{n-1,m})+m\geq \Big\lceil\frac{n+1}{2}\Big\rceil+1+2m.

    Thus {{\rm{sdepth}}}(I(\Delta^{**}_{n, m})) = \lceil\frac{n+1}{2}\rceil+1+2m.

    Theorem 5.4. Let n = 3 and m\geq1. Then {{\rm{sdepth}}}(I(\Omega_{3, m}))\geq {{\rm{sdepth}}}(T_{3, m}/I(\Omega_{3, m}))+m = 2m+1. Let n\geq4 and m\geq1 .

    {{\rm{sdepth}}}(I(\Omega_{n,m}))\geq {{\rm{sdepth}}}(T_{n,m}/I(\Omega_{n,m}))+1+m = \left\{ \begin{array}{ll} \lceil\frac{n}{2}\rceil+1+m, & n\equiv 0\,(\mod 2) ; \\ &\\ \lceil\frac{n+1}{2}\rceil+2m, & n\equiv 1\,(\mod 2). \end{array} \right.

    Proof. Let C_{n, m} = \{y_{2}, y_{n}, u_{11}, u_{12}, \dots, u_{m}, u_{n1}, u_{n2}, \dots, u_{nm}\} . Since y_1\not\in I(\Omega_{n, m}) , so we have

    I(\Omega_{n,m}) = I(\Omega_{n,m})\cap T^{'}_{n,m}\bigoplus y_1\big(I(\Omega_{n,m}):y_1\big)T_{n,m},\,\,{\rm{ where}}\,\,\, T^{'}_{n,m} = T_{n,m}/(y_{1}).

    Let n = 3 . It can be seen that I(\Omega_{3, m})\cap T^{'}_{3, m} \cong(I(\Delta^{**}_{1, m}))T^{'}_{3, m} and I(\Omega_{3, m}):y_1)T_{3, m}\cong (C_{3, m})T_{3, m}. Hence

    {{\rm{sdepth}}}(I(\Omega_{3,m}))\geq \min\{{{\rm{sdepth}}}((I(\Delta^{**}_{1,m}))T^{'}_{3,m}), {{\rm{sdepth}}}((C_{3,m} )T_{3,m})\}.

    By Lemma 2.13 and by Theorem 2.10, {{\rm{sdepth}}} ((C_{3, m})T_{3, m}) = {{\rm{sdepth}}} ((C_{3, m}) K[C_{3, m}])+m+1 = 2m+1. {\rm{Also by Lemma 5.3}}, \, \, {{\rm{sdepth}}}((I(\Delta^{**}_{1, m}))T^{'}_{3, m}) = {{\rm{sdepth}}}((I(\Delta^{**}_{1, m}))S^{**}_{1, m})\geq 2m+1. {\rm{Thus}}\, \, \, {{\rm{sdepth}}} (I(\Omega_{3, m}))\geq 2m+1. Let n = 4 . we get I(\Omega_{4, m})\cap T^{'}_{4, m} = (I(\Delta^{**}_{2, m}))T^{'}_{4, m}\, \, \, {\rm{ and }}\, \, \, (I(\Omega_{4, m}):y_1)T_{4, m} = ((I(\mathcal{S}_{2m+1}), C_{4, m})T^{'}_{4, m}[y_1]). Thus

    {{\rm{sdepth}}}(I(\Omega_{4,m}))\geq \min\{{{\rm{sdepth}}}((I(\Delta^{**}_{2,m}))T^{'}_{4,m}),{{\rm{sdepth}}}((I(\mathcal{S}_{2m+1}),C_{4,m} )T^{'}_{4,m}[y_1])\}.

    By Lemma 2.13 and [3,Theorem 1.3],

    \begin{eqnarray} {{\rm{sdepth}}} \Big((I(\mathcal{S}_{2m+1}),C_{4,m} )T^{'}_{4,m}[y_1]\Big)\geq \min\Big\{{{\rm{sdepth}}} ((I(\mathcal{S}_{2m+1}))K[V(\mathcal{S}_{2m+1})])+2m+2,\\ {{\rm{sdepth}}}((C_{4,m} )K[C_{4,m}])+{{\rm{sdepth}}}((K[V(\mathcal{S}_{2m+1})]/I(\mathcal{S}_{2m+1}))K[V(\mathcal{S}_{2m+1})])\Big\}+1. \end{eqnarray}

    And by Lemma 2.16, Theorems 2.10 and 2.7, we have

    {{\rm{sdepth}}} ((I(\mathcal{S}_{2m+1}),C_{4,m} )T^{'}_{4,m}[y_1])\geq \min\{3m+3,m+1+1\}+1 = m+3.

    Now by Lemma 5.3, we get {{\rm{sdepth}}}((I(\Delta^{**}_{2, m}))T^{'}_{4, m})\cong {{\rm{sdepth}}}((I(\Delta^{**}_{2, m}))S^{**}_{2, m})\geq m+3. Thus {{\rm{sdepth}}} (I(\Omega_{4, m}))\geq m+3. In general, for n\geq5. It is clear that

    I(\Omega_{n,m})\cap T^{'}_{n,m} = (I(\Delta^{**}_{n-2,m}))T^{'}_{n,m} \,{\rm{ and }}\, ((I(\Omega_{n,m}):y_1)T_{n,m}) = ((I(\Delta^{**}_{n-4,m}),C_{n,m})T^{'}_{n,m}[y_1]).

    By Lemmas 5.3, 2.14 and 2.13, we have

    \begin{eqnarray} {{\rm{sdepth}}}((I(\Delta^{**}_{n-4,m}),C_{n,m})T^{'}_{n,m}[y_1]) \geq {{\rm{sdepth}}}(( S^{**}_{n-4,m}/I(\Delta^{**}_{n-4,m}))S^{**}_{n-4,m})+ {{\rm{sdepth}}}((C_{n,m})K[C_{n,m}])+1. \end{eqnarray}

    Case 1. if n\equiv 0\, (\mod 2) , then n-2\equiv 0\, (\mod 2) and n-4\equiv 0\, (\mod 2). By Theorem 2.10 and Lemma 4.1 {{\rm{sdepth}}} ((I(\Delta^{**}_{n-4, m}), C_{n, m})T^{'}_{n, m}[y_1])\geq \Big\lceil\frac{n-2}{2}\Big\rceil+m+1+1 = \Big\lceil\frac{n}{2}\Big\rceil+m+1. Also by Lemma 5.3, {{\rm{sdepth}}}((I(\Delta^{**}_{n-2, m}))T^{'}_{n, m})\cong {{\rm{sdepth}}}((I(\Delta^{**}_{n-2, m}))S^{**}_{n-2, m})\geq \Big\lceil\frac{n}{2}\Big\rceil+1+m. Thus {{\rm{sdepth}}}(I(\Omega_{n, m}))\geq\lceil\frac{n}{2}\rceil+1+m.

    Case 2. If n\equiv 1\, (\mod 2) , then n-2\equiv 1\, (\mod 2) and n-4\equiv 1\, (\mod 2). By Theorem 2.10 and Lemma 4.1 {{\rm{sdepth}}} ((I(\Delta^{**}_{n-4, m}), C_{n, m})T^{'}_{n, m}[y_1])\geq \lceil\frac{n-3}{2}\rceil+m+m+1+1 = \lceil\frac{n+1}{2}\rceil+2m. Also by Lemma 5.3, {{\rm{sdepth}}}((I(\Delta^{**}_{n-2, m}))T^{'}_{n, m})\cong {{\rm{sdepth}}}((I(\Delta^{**}_{n-2, m}))T^{*}_{n-2, m})\geq \Big\lceil\frac{n-1}{2}\Big\rceil+1+2m = \Big\lceil\frac{n+1}{2}\Big\rceil+2m. Thus {{\rm{sdepth}}}(I(\Omega_{n, m}))\geq \lceil\frac{n+1}{2}\rceil+2m.

    In this paper we consider the residue class rings of the edge ideals associated to the triangular and multi triangular snake and ouroboros snake graphs. In most of the cases, we give precise values for depth and Stanley depth of these residue class rings. We also prove that Stanley depth of the edge ideal of any graph considered in this paper is an upper bounds for the Stanley depth of its residue class ring.

    The authors declare that there is no conflict of interest in this paper.



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