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Research article

A study on the transmission and dynamical behavior of an HIV/AIDS epidemic model with a cure rate

  • Received: 27 May 2022 Revised: 25 June 2022 Accepted: 30 June 2022 Published: 29 July 2022
  • MSC : 34A12, 34K28

  • In developing nations, the human immunodeficiency virus (HIV) infection, which can lead to acquired immunodeficiency syndrome (AIDS), has become a serious infectious disease. It destroys millions of people and costs incredible amounts of money to treat and control epidemics. In this research, we implemented a Legendre wavelet collocation scheme for the model of HIV infection and compared the new findings to previous findings in the literature. The findings demonstrate the precision and practicality of the suggested approach for approximating the solutions of HIV model. Additionally, establish an autonomous non-linear model for the transmission dynamics of healthy CD4+ T-cells, infected CD4+ T-cells and free particles HIV with a cure rate. Through increased human immunity, the cure rate contributes to a reduction in infected cells and viruses. Using the Routh-Hurwitz criterion, we determine the basic reproductive number and assess the stability of the disease-free equilibrium and unique endemic equilibrium of the model. Furthermore, numerical simulations of the novel model are presented using the suggested approach to demonstrate the efficiency of the key findings.

    Citation: Attaullah, Sultan Alyobi, Mansour F. Yassen. A study on the transmission and dynamical behavior of an HIV/AIDS epidemic model with a cure rate[J]. AIMS Mathematics, 2022, 7(9): 17507-17528. doi: 10.3934/math.2022965

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  • In developing nations, the human immunodeficiency virus (HIV) infection, which can lead to acquired immunodeficiency syndrome (AIDS), has become a serious infectious disease. It destroys millions of people and costs incredible amounts of money to treat and control epidemics. In this research, we implemented a Legendre wavelet collocation scheme for the model of HIV infection and compared the new findings to previous findings in the literature. The findings demonstrate the precision and practicality of the suggested approach for approximating the solutions of HIV model. Additionally, establish an autonomous non-linear model for the transmission dynamics of healthy CD4+ T-cells, infected CD4+ T-cells and free particles HIV with a cure rate. Through increased human immunity, the cure rate contributes to a reduction in infected cells and viruses. Using the Routh-Hurwitz criterion, we determine the basic reproductive number and assess the stability of the disease-free equilibrium and unique endemic equilibrium of the model. Furthermore, numerical simulations of the novel model are presented using the suggested approach to demonstrate the efficiency of the key findings.



    Von Neumann gave the idea of regularity in rings in 1935 [1] and showed that if the semigroup, (S,) is regular, then the ring (S,+,) is also regular [1]. In 1951, Bourne showed if xS there exist a,bS such that x+xax=xbx, then semiring (S,+,) is also regular [2]. In structure theory of semirings, ideals play a vital role[3]. In [4], Xueling Ma and Jianming Zhan used the concept of h-ideals. They used the basic and main concept of h-ideals to prove many properties and results. Similarly, Jianming Zhan et al., in [5] also used h-ideals in their researches. This class of h-ideals has been used in many researches by different researchers. Ideals of semirings used in the structure theory play an important role in many aspects. Some properties of ideals are discussed in [6,7,8]. Gan and Jiang [9] studied the ordered semirings containing 0. Han and others in [10] discussed also the ordered semirings. Iizuka [11] introduced a new type of ideals namely h-ideals. In [12,13,14] they used h-ideals for many purposes related to their researches.

    Main and basic concepts related to ordered semirings are given by Gan and Jiang [9]. The authors also derived some ideas related to minimal ideal, maximal ideal, ordered ideal of an ordered semiring and simple ordered semirings. Han, Kim and Neggers [10] also worked on semirings by partial ordered set. Munir and Shafiq [19] characterized the regular semirings through m-ideals. Satyt Patchakhieo and Bundit Pibalijommee [15] gave the basic definition of ordered semirings and left and right ordered ideal of the ordered semirings. They used two definitions in their properties and applications to prove their result.

    Keeping in view the different characterizations of the regular semirings by the properties of the h-ideals, we were motivated to characterize the ordered h-regualr semirings by the properties of their ordered h-ideals. For this purpose, this paper represents ordered h-regular semirings along with their ordered h-ideals. In Section 2, we give some basic definitions which will be used in our further course of work. In Section 3, we characterize the ordered h-ideals semirings by their ordered h-ideals. In Section 4, we characterize the ordered h-regular semirings, and in Section 5, the characterization of the ordered h-weakly regular semirings is given. The conclusion of the paper is presented in the final Section 6.

    Definition 1. A non-empty set S together with two binary operations + and satisfying the following properties:

    (C1) (S,+) is a semigroup,

    (C2) (S,) is a semigroup,

    (C3) Distributive laws hold in S, that is

    t1(t2+t3)=t1t2+t1t3,

    and

    (t1+t2)t3=t1t3+t2t3forallt1,t2,t3S,

    is called a semiring, which is denoted by (S,+,).

    Definition 2. (S,+,) is additively commutative iff for all x1,y1S,x1+y1=y1+x1. S is multiplicatively commutative iff for all x1,y1S,x1y1=y1x1.(S,+,) is called a commutative semiring iff it is both additively commutative and multiplicatively commutative. Suppose (S,+,) is a semiring, if aS;a+0=a=0+a and a0=0=0a, then 0S is called absorbing zero in S.

    Definition 3. [15] Let E and (S,+,) is a semiring, ES, is a left ideal or right ideal if these properties are satisfied:

    (I1) t1+t2E for all t1,t2E.

    (I2) SEE or ESE.

    If E is left ideal and right ideal of S, then E is an ideal of S.

    Definition 4. [15] Suppose (S,) is a partially ordered set satisfying the following properties:

    (T1) (S,+,) is semiring,

    (T2) if x1x2, then x1+ex2+e,

    (T3) if x1x2, then x1ex2e and ex1ex2,

    for all x1,x2,eS, then, (S,+,,) is an ordered semiring.

    Definition 5. [15] Suppose (S,+,,) is an ordered semiring. Let E, F be subsets of S, then we denote (E]={gS|gr for some rE} and EF={gh|gE,hF}.

    We can write (S,+,,) as S.

    Definition 6. [15] Suppose S is an ordered semiring, E and ES satisfies the following properties:

    (T1) E is left ideal or right ideal of S;

    (T2) if gw for some wE, then gE.

    Then E is a left ordered ideal or right ordered ideal.

    If E is both left ordered ideal and right ordered ideal of S, then E is ordered ideal of S.

    Definition 7. Suppose S is an ordered semiring, if x1S, there exist tS such that x1x1tx1, then S is called a regular ordered semiring.

    In this section, we characterize the ordered h-ideals semirings by their ordered h-ideals.

    Definition 8. Suppose E is a nonempty subset of an ordered semiring S, then E is a left ordered h-ideal of S if the following properties are satisfied:

    (1) E is a left ordered ideal of S,

    (2) if e+x1+t=x2+t for some x1,x2E,tE, then eE.

    Similarly, we define the right ordered h-ideal.

    If E is both a left ordered h-ideal and a right ordered h-ideal of S, then E is said to be an ordered h-ideal of S.

    Definition 9. Suppose E, ES and S is an ordered semiring, then the h-closure of E, denoted by ¯E, is defined by

    ¯E={gS,thereexistx1,x2E,g+x1+hx2+h,hE}.

    Definition 10. Suppose S is an ordered semiring. If for every x1S, there exist e,h,cS such that x1+x1ex1+cx1hx1+c,. Then S is called h-regular ordered semiring.

    Definition 11. Suppose S is an ordered semiring then x1S is said to an ordered h -regular if x1¯(x1Sx1]. If each element of S is ordered h-regular, then S is said to be an ordered h-regular semiring.

    It is easy to see that each h-regular ordered semiring is an ordered h-regular semiring but converse does not hold. We see this by the following example.

    Example 1. Suppose S={t1,t2,t3}. Define binary operations and + on S as:

    We define order relation on S as follows :

    ≤={(t1,t1),(t2,t2),(t3,t3),(t1,t2),(t1,t3),(t2,t3)}.

    Then (S,+,,) is an ordered semiring. Furthermore, forall aS (1) a+t1+ct2+c, cS (2) t1,t2(aSa] i.e. t1asa, t2asa, for some asaaSa. Hence S is an ordered h-regular semiring. On the other hand t3+t3at3+t2t3ct3+t2 has no solution, so S is not an h-regular ordered semiring.

    Lemma 1. Suppose S is an ordered semiring and ES and FS, where E and F are nonempty, then

    (1) (¯E]¯(E].

    (2) If EF, then ¯E¯F.

    (3) ¯(E]F¯(EF] and E¯(F]¯(EF].

    Proof. (1) Let g(¯E]. Then there exists h¯E such that gh. Since h¯E, then there exist r1,r2E such that h+r1+kr2+k, kE. It follows that g+r1+kh+r1+kr2+k. Since E(E],r1,r2(E], k(E], g¯(E], i.e. (¯E]¯(E].

    (2) Consider EF. Let g¯E. Then, there exist r1,r2E such that g+r1+kr2+k, kE. By the assumption, we get r1,r2,kF. This implies g¯F, so ¯E¯F.

    (3) Let g¯(E] and wF. So, there exist p,q(E] such that g+p+sq+s,s(E]. So, gw+pw+swqw+sw. Since p,q,s(E], pr1 and qr/1 and sr//1,for some r1,r/1,r//1E, so pwr1wEF and qwr/1wEF and swr//1wEF. This implies that gw¯(EF]. So ¯(E]F¯(EF]. Similarly we get E¯(F]¯(EF].

    Lemma 2. [15] Suppose ES, where E is nonempty and S is an ordered semiring. If E is closed under addition, then so are (E], ¯(E].

    Now we will use further throughout the section N (set of all positive integers). Let S be ordered semiring, E and ES, suppose finiteE be set of all finite sum of elements of E, and for xS, let Nx={nx|nN}.

    Lemma 3. Suppose E and F are nonempty subsets of an ordered semiring S, with E+EE and F+FF. Then

    (1) E(E]¯E¯(E],

    (2) ¯(E] = ¯¯(E], if E is left ordered h-ideal (or right ordered h-ideal) of S,

    (3) E+F¯E+¯F¯E+F,

    (4) ¯(E]+¯(F]¯¯(E]+¯(F]¯(E+F],

    (5) ¯E¯F¯(E]¯(F],

    (6) If E and F are two left ordered h-ideal and right ordered h-ideal of S, respectively then ¯(E]¯(F]¯(finiteEF].

    Proof. (1) We see that E(E].

    Let g(E], so by definition of “(] ”, there exists rE such that

    grg+r+rr+r+r.

    This implies that g¯E(E]¯E.

    Since E(E],

    ¯E¯(E].

    (2) Let E is left ordered h-ideal (or right ordered h-ideal) of S.

    By(ⅰ), (E]¯(E];¯(E]¯¯(E].

    Let g¯¯(E], then by definition of h -closure, there exist h,k¯(E] such that

    g+h+sk+s,s¯(E].

    Since h,k,s¯(E], then by definition of h -closure, there exist r1,r2,r3,r4,r5,r6(E], such that

    h+r1+s1r2+s1,s1(E]
    k+r3+s2r4+s2,s2(E]
    s+r5+s3r6+s3,s3(E]

    g+h+s+r1+s1+r3+s2+r5+s3k+s+r1+s1+r3+s2+r5+s3r4+s2+s+r1+s1+r5+s3r4+s2+r6+s3+r1+s1=r1+r4+r6+s1+s2+s3

    g+(h+s+r1+r3+r5)+(s1+s2+s3)(r1+r4+r6)+(s1+s2+s3).

    Since s1,s2,s3(E], then by definition of “(]”, there exist s/1,s/2,s/3E such that s1s/1 and s2s/2 and s3s/3.

    s1+s2+s3s/1+s/2+s/3

    As E is a left ordered h-ideal (or right ordered h-ideal) of S, so E is a left ordered ideal (or right ordered ideal) of S.

    Then by definition of left ordered ideal or right ordered ideal, we get

    s1+s2+s3E.

    Now, since r1,r4,r6(E], so by using definition of “(]”, there exist r/1,r/4,r/6E, such that r1r/1 and r4r/4 and r6r/6

    r1+r4+r6r/1+r/4+r/6.

    Then by definition of left ordered ideal or right ordered ideal, we get

    r1+r4+r6E.

    Then by definition of left ordered ideal or right ordered ideal, we get r1,r2,r5,r6,s1,s3E

    h+s+(r1+r5+s1+s3)(r2+r6+s1+s3)g+(h+s+r1+r3+r5)+(s1+s2+s3)(r1+r4+r6)+(s1+s2+s3)

    where s1+s2+s3E, then by definition of h-closure, we get g¯E, then by (1), we get g¯E¯(E]g¯(E], ¯¯(E]¯(E]

    ¯(E]=¯¯(E]

    (3) From (1), we have E¯E and F¯F

    E+F¯E+¯F.

    Now we show ¯E+¯F¯E+F. Suppose g¯E+¯F, so there exists h¯E and k¯F such that g=h+k.

    Since h¯E, k¯F, so by using definition of h-closure, there exist r,r/E and w,w/F such that

    h+r+s1r/+s1,s1E,

    and

    k+w+s2w/+s2,s2F.

    g+r+s1+w+s2=h+k+r+s1+w+s2g+(r+w)+(s1+s2)r/+s1+w/+s2=r/+w/+s1+s2
    g+(r+w)+(s1+s2)(r/+w/)+(s1+s2)

    As (s1+s2)E+F, then by definition of h-closure, we get g¯E+F,

    ¯E+¯F¯E+F

    (4) Let g¯(E]+¯(F], then there exists p¯(E],q¯(F], such that g=p+q.

    Now,

    g+(p+q)+h=(p+q)+(p+q)+hg+(p+q)+h=(p+p)+(q+q)+h.

    Since p+p¯(E] and q+q¯(F], then by definition of h-closure, we get g¯¯(E]+¯(F],

    ¯(E]+¯(F]¯¯(E]+¯(F].

    Suppose g¯(E]+¯(F], so there exists p¯(E],q¯(F], such that g=p+q.

    Since p¯(E] and q¯(F], so by using definition of h-closure, there exist r,r/(E] and w,w/(F] such that

    p+r+s1r/+s1,s1(E],

    and

    q+w+s2w/+s2,s2(F].
    g+r+w+s1+s2=p+q+r+w+s1+s2
    g+r+w+s1+s2r/+w/+s1+s2.

    Since (r+w),(r/+w/)(E+F],

    g+(r+w)+(s1+s2)(r/+w/)+(s1+s2).

    This implies g¯(E+F],

    ¯(E]+¯(F]¯(E+F]¯¯(E]+¯(F]¯¯(E+F]¯¯(E]+¯(F]¯(E+F].

    (5) By Lemma 1, we get

    ¯E ¯F¯(E] ¯(F].

    (6) Let E, F are two left ordered h-ideal or right ordered h -ideal of S. We will prove that ¯(E]¯(F]¯(fijEF].

    For this, let g¯(E]¯(F] then g=hk, as h¯(E],k¯(F], then by definition of h-closure, there exist p,p/(E] and q,q/(F] such that

    h+p+s1p/+s1,s1(E],

    and

    k+q+s2q/+s2,s2(F].

    As

    hk+pk+s1kp/k+s1k.

    Also

    pk+pq+ps2pq/+ps2 and p/k+p/q+p/s2p/q/+p/s2.

    As

    g=hkg+pk+pq+p/q+(s1k+p/s2+ps2)=hk+pk+pq+p/q+s1k+p/s2+ps2p/k+s1k+pq+p/q+p/s2+ps2p/q/+p/s2+s1k+pq+ps2=pq+p/q/+(s1k+p/s2+ps2).

    Since E and F are left ordered ideal and right ordered ideal of S respectively, therefore,

    pk+pq+p/qfiniteEF,pq+p/q/finiteEF,

    and

    s1k+p/s2+ps2finiteEF.

    This implies that

    g+(pk+pq+p/q)+(s1k+p/s2+ps2)(pq+p/q/)+(s1k+p/s2+ps2).

    So

    g¯finiteEF¯(finiteEF]g¯(finiteEF].
    ¯(E] ¯(F]¯(finiteEF].

    Example 2. (i) Every regular ordered semiring is an ordered h-regular semiring.

    (ii) Consider the semiring (N,+,,), where N is the set of natural numbers. We define the relation on N by ghgh for all g,hN. Then, (N,) is a partially ordered set, furthermore (N,+,,) is an ordered semiring. Since g+ghg+sghg+s for all g,hN,sN, (N,+,,) is an ordered h-regular semiring. Moreover, since 2N,22h2=4h for all hN, (N,+,,) is not a regular ordered semiring. In addition, we get (2N] is an ordered ideal of (N,+,,) which is not an h-ideal, for the reason that 2+4+1=3+4as1(2N].

    Theorem 1. Suppose S is an ordered semiring and E be left ideal or right ideal or ideal, then conditions given below are equivalent:

    (1) E is left ordered h-ideal or right ordered h-ideal or ordered h-ideal of S;

    (2) Let gS,g+r1+hr2+h for some r1,r2E, hE then gE;

    (3) ¯E=E.

    Proof. (1) (2) Suppose E is a left ordered h -ideal. Suppose gS such that g+r1+hr2+h for some r1,r2E, hE then by using definition of left ordered h -ideal, we get gE.

    (2) (3) Suppose (2) is true. Consider g¯E, then there exist r1,r2E such that g+r1+hr2+h, hE. By condition (2), we get gE. So, ¯EE. Since E¯E, therefore ¯E=E.

    (3) (1) Assume that ¯E=E. Let gS be such that g+r1+hr2+h for some r1,r2E, hE. Then g¯E. Since ¯E=E, so g¯E=E. Thus gE. Since g+r1+hr2+h for some r1,r2E, hE, then gE, so by the definition of left ordered h-ideal or right ordered h-ideal or ordered h-ideal, we get E is left ordered h-ideal or right ordered h-ideal or ordered h-ideal of S.

    Theorem 2. Suppose S is an ordered semiring, then:

    (1) Intersection of any family of left ordered h-ideals of S is a left ordered h-ideal.

    (2) Intersection of any family of right ordered h-ideals of S is a right ordered h-ideal.

    (3) Intersection of any family of ordered h-ideals of S is an ordered h-ideal.

    Proof. (1) Suppose En is a left ordered h-ideal of S for all nJ, as nJEn. Since En is a left ordered h-ideal, we get En is a left ordered ideal for all nJ. Then nJEn  is left ordered ideal. Consider there exist gS and r1,r2nJEn,hnJEn is such that g+r1+h=r2+h. Since nJEnEn for all nJ, we get, r1,r2,hEn. Since En is a left ordered h-ideal and r1,r2En,g+r1+h=r2+h,hEn for all nJ, so by using definition of left ordered h -ideal, we get gEn for all nJ. So gnJEn. Therefore, r1,r2nJEn,g+r1+h=r2+h,hnJEn. Then gnJEn. By definition of left ordered h-ideal, we get nJEn is a left ordered h-idealof S.

    (2) Suppose that En is a right ordered h-ideal of S for all nJ, as nJEn. Since En is right ordered h-ideal, we get, En is right ordered ideal for all nJ. Then nJEn is right ordered ideal. Consider that there exist gS and r1,r2nJEn,hnJEn such that g+r1+h=r2+h. Since nJEnEn for all nJ, we have r1,r2,hEn. Since En is a right ordered h-ideal and r1,r2En,g+r1+h=r2+h,hEn for all nJ. So by using the definition of right ordered h-ideal, we get gEn for all nJ. So gnJEn. Therefore, r1,r2nJEn,g+r1+h=r2+h,hnJEn. Then gnJEn. By definition of right ordered h-ideal, we have nJEn is a right ordered h-idealof S.

    (3) From (1) and (2), we get nJEn is a left and right ordered h-ideal of S. Therefore, nJEn is an ordered h-ideal of S. Hence proved.

    Remark 1. (1) The sum of two left ordered h-ideals or right ordered h-ideals is a left ordered h-ideal or right ordered h-ideal.

    (2) The sum of two left ordered ideals or right ordered ideals is a left ordered ideal or right ordered ideal.

    (3) The sum of two left ideals or right ideals is a left ideal or right ideal.

    Theorem 3. Suppose S is an ordered semiring and E,F,ES,FS.

    (1) Consider E,F be two left ordered h-ideals, then ¯(E+F] is smallest left ordered h-ideal containing EF.

    (2) Consider E,F be two right ordered h-ideals, then ¯(E+F] is smallest right ordered h-ideal containing EF.

    (3) Consider E,F be two ordered h-ideals, then ¯(E+F] is smallest ordered h-ideal containing EF.

    Proof. (1) Suppose E, F are two left ordered h-ideal of S. Suppose g,h¯(E+F], sS.

    By the definition of h-closure, there exist r,r/,w,w/(E+F] such that

    g+r+f1r/+f1, f1(E+F],

    and

    h+w+f2w/+f2, f2(E+F].

    Hence

    g+h+r+w+f1+f2r/+w/+f1+f2

    and

    sg+sr+sf1sr/+sf1

    As (sf1)(E+F], so by using the definition of h-closure, we get (g+h)¯(E+F] and (sg)¯(E+F].

    This implies

    ¯(E+F]¯¯(E+F]

    Let g¯¯(E+F], then by definition of h-closure, there exist i,v¯(E+F] such that

    g+i+fv+f,f¯(E+F].

    Since i,v,f¯(E+F], then by definition of h -closure, there exist r,r/,w,w/,d,d/(E+F], such that

    i+r+f1r/+f1, f1(E+F]
    v+w+f2w/+f2, f2(E+F]

    and

    f+d+f3d/+f3, f3(E].

    Now,

    g+i+f+r+w+d+f1+f2+f3v+f+r+w+d+f1+f2+f3w/+f2+f+r+d+f1+f3=f+d+f3+w/+f2+r+f1d/+f3+w/+f2+r+f1=r+w/+d/+f1+f2+f3.

    Since (r+w/+d/),(i+f+r+w+d)E+F and (f1+f2+f3)E+F, then by definition of h-closure, we get g¯E+F¯(E+F]¯¯(E+F]¯(E+F].

    So, we get ¯¯(E+F]=¯(E+F].

    This shows that ¯(E+F] is a left ordered h-ideal.

    Suppose gEF, then gE or gF

    As gE, then g+(g+w)=(g+g)+wE+F, for all wF. Thus g¯(E+F]

    As gF, then (r+g)+g=r+(g+g)E+F, for all rE. Thus g¯(E+F]

    Hence,

    EF¯(E+F]

    Suppose L is a left ordered h-ideal containing EF.

    Then E+FL and hence (E+F](L]=L implies that ¯(E+F]¯L=L

    Therefore, ¯(E+F] is the smallest left ordered h -ideal containing EF.

    (2) This is similar to (1).

    (3) From (1) and (2), we prove that ¯(E+F] is smallest left and right ordered h-ideal containing EF. Therefore, ¯(E+F] is smallest ordered h-ideal containing EF.

    Theorem 4. Suppose S is an ordered semiring and E, ES. Then these properties hold.

    (1) Consider E a left ideal, then ¯(E] is the smallest left ordered h-ideal containing E.

    (2) Consider E a right ideal, then ¯(E] is the smallest right ordered h-ideal containing E.

    (3) Consdier E an ideal, then ¯(E] is the smallest ordered h-ideal containing E.

    Proof. Suppose E is a left ideal. We know that ¯(E] is closed with respect to the operation of addition.

    Suppose g¯(E], and kE, then by using definition of h -closure, there exist r,w(E] such that

    g+r+hw+h,h(E].

    Hence

    kg+kr+khkw+kh.

    So by using definition of “(]”, we have kh(E]. Since (kr),(kw)(E], kg+(kr)+(kh)(kw)+(kh),(kh)(E].

    Then by definition of h-clousre, we get kg¯(E]. Therefore, ¯(E] is a left ordered h-ideal.

    We know that ¯(E] is a left ordered h-ideal containing E.

    Suppose Q is a left ordered h-ideal containing E. So (E](Q]=Q. Then, ¯(E]¯Q=Q. Therefore, ¯(E] is the smallest left ordered h-ideal containing E.

    (2) This is similar to (1).

    (3) From (1) and (2), we prove that ¯(E] is the smallest left and right ordered h-ideal containing E. Therefore, ¯(E] is the smallest ordered h -ideal containing E.

    Corollary 1. Suppose S is an ordered semiring, let ES. We denote the smallest left ordered h-ideal containing E by Lh(E), the smallest right ordered h-ideal containing E by Rh(E), and the smallest ordered h-ideal of S containing E by Mh(E). Then, the following results follows:

    (1) Lh(E)=¯(finiteE+finiteSE],

    (2) Rh(E)=¯(finiteE+finiteES],

    (3) Mh(E)=¯(finiteE+finiteSE+finiteES+finiteSES].

    Proof. We want to prove finiteE+finiteSE is a left ideal.

    For this,

    (I1) Let a,bfiniteE+finiteSE. Then

    a+bfiniteE+finiteSE

    (I2) Let afiniteE+finiteSE,rS

    rar(finiteE+finiteSE)=finiterE+finiterSEfiniteE+finiteSE
    rafiniteE+finiteSE

    Therefore, finiteE+finiteSE is a left ideal. By Theorem 4, we get

    Lh(E)=¯(finiteE+finiteSE]

    We see that the proofs of (2) and (3) are similar to that of (1).

    Corollary 2. Suppose S is an ordered semiring, let rS. Then

    (1) Lh(r)=¯(Nr+Sr];

    (2) Rh(r)=¯(Nr+rS];

    (3) Mh(r)=(Nr+Sr+rS+finiteSrS], where N = Set of natural numbers.

    We now give the characterization of ordered h-regular semirings by their ordered h-ideals.

    Theorem 5. Consider S is an ordered semiring. Then S is an ordered h-regular iff EF=¯(EF], for all right ordered h-ideals E, left ordered h-ideals F of S.

    Proof. Suppose S is an ordered h-regular semiring and E is right ordered h-ideal, F is left ordered h-ideal of S. Then, we have EFE and EFF. Thus, (EF](E]=E and (EF](F]=F.

    This implies ¯(EF]¯E=E and ¯(EF]¯F=¯F. Thus ¯(EF]EF

    Let pEF. As S is an ordered h-regular, there exist h,k(pSp], such that

    p+h+ok+o,o(pSp].

    Since h,k,o(pSp], then by definition of “(]”, there exist s,j,j1S such that

    hpsp, kpjp, opj1p.

    Since E is a right ordered h-ideal, F is a left ordered h-ideal, we have psp,pjp,pj1pEF. Since hpspEF,kpjpEF,opj1pEF, so by using definition of “(] ”, we have h,k,o(EF] so p¯(EF]EF¯(EF]

    EF=¯(EF]

    Conversely, Consider EF=¯(EF] for all right ordered h-ideals E of S, left ordered h-ideals F of S. Suppose dS, then by above Corollary 2 we get

    Lh(d)=¯(Nd+Sd] and Rh(d)=¯(Nd+dS].

    By assumption, (Rh(d)Lh(d)=¯(Rh(d)Lh(d)]). Now we show that Rh(d)Lh(d)¯(Sd]¯(dS]

    Let pRh(d) and hLh(d).

    Since pRh(d), then by the definition of h-closure,

    There existi,i/(Nd+dS], such that p+i+o1i/+o1,o1(Nd+dS].

    Since hLh(d), then by the definition of h-closure,

    There existv,v/(Nd+Sd], such that h+v+o2v/+o2,o2(Nd+Sd],
    ph+ih+o1hi/h+o1h.

    Since h,k,o(pSp], then by definition of “(]”, there exist s,j,j1S such that

    ied+ds,i/fd+dj,o1gd+dj1

    It follows that

    ihedh+dsh=d(eh+sh)dS
    i/hfdh+djh=d(fh+jh)dS
    o1hgdh+dj1h=d(gh+j1h)dS.

    Then by definition of “(]”, we get ih,i/h,o1h(dS]. Since ih,i/h(dS],

    ph+ih+o1hi/h+o1h, o1h(dS].

    Then by definition of h-closure, we get ph¯(dS]. So,

    Rh(d)Lh(d)¯(dS]

    Similarly, we can show that

    Rh(d)Lh(d)¯(Sd]

    Therefore,

    Rh(d)Lh(d)¯(Sd]¯(dS].

    Since ¯(dS] is a right ordered h-ideal, ¯(Sd] is a left ordered h-ideal and by assumption, we have,

    ¯(dS]¯(Sd]¯(¯(dS]¯(Sd]].

    Now we will show that ¯(dS]¯(Sd]¯(dSd]. For this let m¯(dS] and k¯(Sd], then by definition of h-closure, there exist l,l1(dS] and q,q1(Sd], such that

    m+l+o3l1+o3,o3(dS]

    and

    k+q+o4q1+o4,o4(Sd]

    From above equations we get,

    mk+lk+o3kl1k+o3klk+lq+lo4lq1+lo4l1k+l1q+l1o4l1q1+l1o4o3k+o3q+o3o4o3q1+o3o4.

    Since S is a multiplicatively commutative ordered semiring,

    mk+(lk+lq+l1q)+(o3k+lo4+l1o4)l1k+o3k+lq+l1q+lo4+l1o4l1q1+l1o4+o3k+lq+lo4=(l1q1+lq)+(o3k+lo4+l1o4).

    Since l,l1,o3(dS],q,q1,o4(Sd], then by definition of “(]”, there exist s1,s2,s3,l/,l//,l///S, such that

    lds1, l1ds2, o3ds3 and ql/d, q1l//d, o4l///d.

    Hence, we obtained,

    lk+lq+l1ql1q+lo4+lq1+lo4ds2l/d+ds1l///d+ds1l//d+ds1l///ddSd

    lk+lq+l1q(dSd]

    and

    o3k+lo4+l1o4o3q+o3o4+lo4+l1o4+o3q1+o3o4ds3l/d+ds3l///d+ds1l///d+ds2l///d+ds3l//d+ds3l///ddSd.

    Then by definition of “(]”,

    o3k+lo4+l1o4(dSd] and l1q1+lqds2l//d+ds1l/ddSd

    l1q1+lq(dSd].

    So, mk¯(dSd]. Hence ¯(dS]¯(Sd]¯(dSd].

    Hence

    ¯(dS]¯(Sd]¯(¯(dS]¯(Sd]]¯¯(dSd]=¯(dSd].

    Thus,

    Rh(d)Lh(d)=¯(Rh(d)Lh(d)]¯(¯(dS]¯(Sd]]¯¯(dSd]=¯(dSd]

    It turns out, d¯(dSd]. Hence, S is an ordered h -regular.

    Corollary 3. Suppose S is a commutative ordered semiring. Then S is an ordered h-regular iff for each ordered h-ideal E of S, E=¯(E2].

    Proof. Suppose S is an ordered h-regular. Consider E is an ordered h-ideal of S. Obviously we have E=EE=¯(E2].

    Conversely, Suppose that for each ordered h-ideal E of S, E=¯(E2]. Consider rS. As S is a commutatively multiplication ordered semiring, we get

    Mh(r)=Lh(r)=Rh(r).

    So,

    rMh(r)=¯(Mh(r)Mh(r)]=¯(Rh(r)Lh(r)]=¯(¯(Nr+rS]¯(Nr+Sr]]¯(finite¯(Nr+rS]¯(Nr+Sr]]¯(¯(rS]]=¯(rS].

    Since S is commutative i.e., ¯(rS]=¯(Sr], and ¯(rS] is an ordered h-ideal, therefore

    r¯(rS]=¯((¯(rS]2]=¯(¯(rS]¯(rS]]=¯(¯(rS]¯(Sr]]¯(¯(finiterSSr]]¯(¯(rSr]]=¯(rSr].

    Thus, S is an ordered h-regular.

    Definition 12. Suppose S is an ordered semiring, let rS. Suppose r¯(Sr2], then r is said to be left ordered h-regular. Suppose r¯(r2S], then r is called right ordered h-regular. Suppose each element of S is left or right ordered h-regular. Then, ordered semiring S is said to be a left or right ordered h-regular.

    Theorem 6. Suppose S is left ordered h-regular semiring. Then

    (1) for each left ordered h-ideal E of S, ¯(E2]=E;

    (2) QE=¯(QE], for each left ordered h-ideal E and each ordered h-ideal Q of S.

    Proof. (1) Suppose E is left ordered h-ideal of S. Then, we get ¯(E2]¯(E]=E.

    Suppose rE. As S is a left ordered h-regular, so r¯(Sr2].

    Since ¯(Sr2]¯(SE2]¯(E2],r¯(E2]. Hence, E¯(E2]¯(E2]=E.

    (2) Let E is left ordered h-ideal and Q is ordered h-ideal of S. Then, we get, ¯(QE]¯(Q]=Q and ¯(QE]¯(E]=E. Hence, ¯(QE]QE. Let aQE. As S is left ordered h-regular,

    a¯(Sa2]¯(SQE]¯(QE].

    a¯(QE]. Hence, QE¯(QE]. Thus,

    QE=¯(QE].

    Theorem 7. Suppose S is a right ordered h-regular semiring. Then

    (1) for each right ordered h-ideal E of S, ¯(E2]=E;

    (2) EQ=¯(EQ], for each right ordered h-ideal E and each ordered h-ideal Q of S.

    Theorem 8. Suppose S is an ordered semiring, then the conditions given below are equivalent:

    (1) for each left ordered h-ideal E, F of S, EF=¯(EF].

    (2) for each left ordered h-ideal E and each ordered h-ideal Q of S, EQ=¯(EQ].

    (3) S is left ordered h-regular and Rh(E)Lh(E) for all ES

    Proof. (1) (2) Let E is left ordered h-ideal of S and F is ordered h-ideal of S. Then EF=¯(EF],F being left ordered h-ideal of S, we get EF=¯(EF].

    (2) (3) Let ES. By assumption, we get Lh(E)=Lh(E)S=¯(Lh(E)S]. We have

    Rh(E)=¯(finiteE+finiteES]¯(finiteLh(E)+finiteLh(E)S]=¯(finite¯(Lh(E)S]+finite¯(Lh(E)S]S]¯(finite¯(Lh(E)S]+finite¯(Lh(E)SS]]=¯(finite¯(Lh(E)S]]=¯finiteLh(E)=Lh(E).

    Moreover, we show that Lh(E)=Mh(Lh(E)). Since Rh(E)Lh(E), we get, Lh(E)Rh(Lh(E))Lh(Lh(E))=Lh(E).

    Hence, Lh(E)=Rh(Lh(E)). It follows that Lh(E)=Mh(Lh(E))

    Let pS. From assumption, we get

    pLh(p)Mh(p)=¯(Lh(p)Mh(p)]=¯(Lh(p)Mh(Lh(p))]=¯(Lh(p)Lh(p)]¯(Np2+finiteSp2+finitepSp+finiteSpSp]¯(Np2+finiteSp2+finiteRh(p)p+finiteSRh(p)p]¯(Np2+finiteSp2+finiteLh(p)p+finiteSLh(p)p]¯(Np2+finiteSp2+finiteLh(p)p+finiteLh(p)p]=¯(Np2+finiteSp2+finiteLh(p)p]=¯(Np2+Sp2+Lh(p)p]=¯(Np2+Sp2+¯(Np+Sp]p]¯(Np2+Sp2+¯(Np2+Sp2]]=¯(¯(Np2+Sp2]]=¯(Np2+Sp2]

    p¯(Np2+Sp2]

    Since p¯(Np2+Sp2], then by definition of h-closure, there exist v,v/(Np2+Sp2], such that

    p+v+t1v/+t1, where t1(Np2+Sp2].

    Since v,v/,t1(Np2+Sp2], then by definition of “(]”, there exist e,f,gN and s,r,r1S such that

    vep2+sp2, v/fp2+rp2, t1gp2+r1p2

    In a similar way, we obtain

    p2¯(Np4+Sp4].

    Then by definition of h-closure, there exist u,u/(Np4+Sp4], such that

    p2+u+t2u/+t2,t2(Np4+Sp4].

    Since u,u/,t2(Np4+Sp4], then by definition of “(]”, there exist e/,f/,g/N and s/,r/,r/1S such that

    ue/p4+s/p4, u/f/p4+r/p4, t2g/p4+r/1p4.

    From p2+u+t2u/+t2 we get

    ep2+eu+et2eu/+et2.

    Now we have

    v+eu+et2ep2+sp2+eu+et2eu/+et2+sp2ef/p4+er/p4+et2+sp2v+eu+et2+fu+ft2ef/p4+er/p4+et2+sp2+fu+ft2ef/p4+er/p4+sp2+f(e/p4+s/p4)+et2+ft2ef/p4+er/p4+sp2+fe/p4+fs/p4+e(gp2+r1p2)+f(gp2+r1p2)ef/p4+er/p4+sp2+fe/p4+fs/p4+egp2+er1p2+fgp2+fr1p2Sp2.

    Then by definition of “(]”, v+eu+et2+fu+ft2(Sp2].

    Now

    v/+fu+ft2fp2+rp2+fu+ft2v/+eu+et2+fu+ft2fp2+rp2+eu+et2+sp2+fu+ft2v/+eu+et2+fu+ft2fp2+rp2+e(e/p4+s/p4)+e(g/p4+r/1p4)+sp2+f(e/p4+s/p4)+f(g/p4+r/1p4)v/+eu+et2+fu+ft2fp2+rp2+ee/p4+es/p4+eg/p4+er/1p4+sp2+fe/p4+fs/p4+fg/p4+fr/1p4Sp2.

    Then by definition of “(]”,

    v/+eu+et2+fu+ft2(Sp2].

    Now,

    et2+ft2e(g/p4+r/1p4)+f(g/p4+r/1p4)=eg/p4+er/1p4+fg/p4+fr/1p4Sp2.

    Then by definition of “(]”,

    et2+ft2(Sp2].

    Now

    p+(v+eu+et2+fu+ft2)+(et2+ft2)(v/+eu+et2+fu+ft2)+(et2+ft2)
    p¯(Sp2].

    Hence, S is a left ordered h-regular.

    (3) (1)

    Let E, F are left ordered h-ideals of S, then we get ¯(EF]¯(F]=F We see that ERh(E)Lh(E)=E. Hence, E is an ordered h-ideal. Thus ¯(EF]¯(E]=E. So, ¯(EF]EF

    Suppose pEF. By assumption, we get p¯(Sp2]. Since ¯(Sp2]¯(SEF]¯(EF],p(EF]. It turns out that EF¯(EF].

    Therefore,

    EF=¯(EF]

    Theorem 9. Suppose S is an ordered semiring. Then the conditions given below are equivalent:

    (1) for each right ordered h-ideal E, F of S, EF=¯(EF].

    (2) for each right ordered h-ideal E of S, each ordered h -ideal Q of S, QE=¯(QE].

    (3) S is right ordered h-regular, Lh(E)Rh(E) for all ES.

    Definition 13. Suppose S is an ordered semiring, let rS. Suppose r¯(finite(Sr)2], then r is said to be a left ordered h-weakly regular. Suppose r¯(finite(rS)2], then r is said to be a right ordered h-weakly regular. Suppose each element in S is left or right ordered h-weakly regular, then ordered semiring S is said to be left or right ordered h-weakly regular.

    Theorem 10. Suppose S is an ordered semiring, then the conditions given below are equivalent:

    (1) S is a left ordered h-weakly regular.

    (2) for each left ordered h-ideal E of S, ¯(finiteE2]=E.

    (3) for each left ordered h-ideal E of S and each ordered h -ideal Q of S, QE=¯(finiteQE].

    Proof. (1) (2) Suppose E is a left ordered h-ideal of S. Then, we get, ¯(finiteE2]¯(E]=E

    Let aE. By assumption, we have

    a¯(finiteSaSa]¯(finiteSESE]¯(finiteE2].

    Hence,

    E¯(finiteE2].

    Thus,

    ¯(finiteE2]=E

    (2) (1) Let rS. From assumption, Lemma 3, and Corollary 2. We get,

    rLh(r)=¯(finiteLh(r)2]=¯(finite¯(Nr+Sr]¯(Nr+Sr]]¯(finite¯(finite(Nr+Sr)(Nr+Sr)]]¯(finite¯(Sr]]=¯(¯(Sr]]=¯(Sr].

    Since ¯(Sr] is left ordered h-ideal, we get r¯(Sr]=¯(finite¯(Sr]2].

    By Lemma 2 and Theorem 4, we have

    ¯(finite¯(Sr]2]¯(finite¯(finiteSrSr]]=¯(¯(finiteSrSr]]=¯(finite(Sr)2].

    Hence,

    r¯(finite(Sr)2].

    Therefore, S is a left ordered h-weakly regular.

    (2) (3) Suppose E is a left ordered h-ideal of S and Q is an ordered h-ideal of S. Then,

    ¯(finiteQE]¯(finiteQ]=Q,

    and

    ¯(finiteQE]¯(finiteE]=E.

    Hence, ¯(finiteQE]QE.

    Let aQE. By assumption, we get,

    aLh(a)=¯(finiteLh(a)2]¯(finiteMh(a)Lh(a)]¯(finiteQE].

    Hence,

    QE¯(finiteQE].

    Thus

    QE=¯(finiteQE]

    (3) (2) Suppose E is a left ordered h-ideal of S, then, we get ¯(finiteE2]¯(E]=E.

    By Lemma 1, 2, Theorem 4 and Corollary 1, we get

    E=Mh(E)E=¯(finiteMh(E)E]=¯(finite¯(finiteE+finiteSE+finiteES+finiteSES]E]¯(finite¯(finiteEE+finiteSEE+finiteESE+finiteSESE]]¯(finite¯(finiteE2]]=¯(¯(finiteE2]]=¯(finiteE2].

    Thus,

    ¯(finiteE2]=E.

    Theorem 11. Suppose S is an ordered semiring, then the conditions given below are equivalent:

    (1) S is a right ordered h-weakly regular.

    (2) for each right ordered h-ideal E of S, ¯(finiteE2]=E.

    (3) for each right ordered h-ideal E of S and each ordered h -ideal Q of S, EQ=¯(finiteEQ].

    Proof. Straightforward.

    Concepts of the ordered h- ideals in semirings, alongside their essential properties, were presented. The classes of the semirings like ordered h-regular and ordered h-weakly regular semirings were characterized by the properties of the ordered h-ideals.

    The ideas of the ordered h-ideals can be extended to the non associative structures like the ones in ([16,17,18,20,21,22]). Moreover, ordered h-ideals can be extended for fuzzification in semiring theory.

    The research was supported by the National Natural Science Foundation of China (Grant Nos. 11971142, 11871202, 61673169, 11701176, 11626101, 11601485).

    The authors declare no conflict of interest.



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