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Control and optimization mechanism of an electromagnetic transducer model with nonlinear magnetic coupling

  • This paper presents a novel nonlinear proportional-derivative cubic velocity feedback (NPDVF) controller for controlling vibrations in systems with both mechanical and electrical components subjected to mixed forces. The proposed controller aims to address the challenges posed by nonlinear bifurcations, unstable motion, and vibrations. The effectiveness of the controller demonstrated through numerical simulations, where it shown to significantly reduce harmful vibrations and stabilize the system under varying operating conditions. To analyze the system, a perturbation technique employed to derive approximate solutions to the system's equations up to the second order at simultaneous resonance case (Ω2ω1,Ω4ω2). A comparative analysis with other control strategies, such as proportional-derivative (PD) control, sliding mode control (SMC), and model predictive control (MPC), the superior robustness, computational efficiency, and control signal amplitude of the NPDVF controller. Results indicate that the proposed approach not only outperforms traditional methods in terms of energy efficiency and computational cost but also maintains robust performance even in the presence of nonlinearities and parameter uncertainties. The findings support the potential application of the NPDVF controller in real-time vibration control systems.

    Citation: Hany Bauomy. Control and optimization mechanism of an electromagnetic transducer model with nonlinear magnetic coupling[J]. AIMS Mathematics, 2025, 10(2): 2891-2929. doi: 10.3934/math.2025135

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  • This paper presents a novel nonlinear proportional-derivative cubic velocity feedback (NPDVF) controller for controlling vibrations in systems with both mechanical and electrical components subjected to mixed forces. The proposed controller aims to address the challenges posed by nonlinear bifurcations, unstable motion, and vibrations. The effectiveness of the controller demonstrated through numerical simulations, where it shown to significantly reduce harmful vibrations and stabilize the system under varying operating conditions. To analyze the system, a perturbation technique employed to derive approximate solutions to the system's equations up to the second order at simultaneous resonance case (Ω2ω1,Ω4ω2). A comparative analysis with other control strategies, such as proportional-derivative (PD) control, sliding mode control (SMC), and model predictive control (MPC), the superior robustness, computational efficiency, and control signal amplitude of the NPDVF controller. Results indicate that the proposed approach not only outperforms traditional methods in terms of energy efficiency and computational cost but also maintains robust performance even in the presence of nonlinearities and parameter uncertainties. The findings support the potential application of the NPDVF controller in real-time vibration control systems.



    Fixed point theory is an active and evolving area of mathematics, which has many applications in various disciplines. Concepts and techniques of fixed point theory are valuable tools for solving problems in different areas of mathematics (see, for example, [13,14,16,22]). The references that will be mentioned in this paper highlight some specific developments in fixed point theory. The notion of Z-contraction was introduced by Khojasteh et al. [8] using simulation functions, in which a generalized version of the Banach contraction principle was presented. Olgun et al. [9] derived fixed point results for a generalized Z-contraction. Chandok et al. [11] combined simulation functions and C-class functions, leading to the existence and uniqueness of the point of coincidence, which generalized the results in [8,9]. Geraghty [6] introduced a generalization of this principle using an auxiliary function. There are other results concerning the fixed point theory, for example [7,19,20,21,23,25].

    Samet et al. [17] introduced the concept of α-admissibility and extended the Banach contraction principle. Karapinar [12] further generalized the results of Samet et al. [17] and Khojasteh et al. [8] by introducing the notion of an α-admissible Z-contraction. Chandok [2] introduced the notion of (α,θ)-admissible mappings and obtained fixed point theorems. Alsamir et al. [15] have recently proved fixed point theorems for an (α,θ)-admissible Z-contraction mapping in complete metric-like spaces.

    In 2012, Harandi [3] reintroduced the concept of metric-like spaces, which is a general relaxation of some properties of a metric space, while still capturing the essential ideas.

    Definition 1. [3] Let Υ be a nonempty set. A function dl:Υ×Υ[0, ) is defined as a metric-like space on Υ if it satisfies the following conditions for any η,μ,νΥ:

    (d1) if dl(η,μ)=0, then η=μ,

    (d2) dl(η,μ)=dl(μ,η),

    (d3) dl(η,μ)dl(η,ν)+dl(ν,μ).

    The pair (Υ,dl) is said to be a metric-like space.

    Let us notice that while every partial metric space and metric space could be considered as metric-like spaces, the converse is not necessarily true.

    According to reference [3], we have the following topological notions. For each metric-like function dl, defined on Υ, there exists a topology τdl on Υ, introduced by dl, where the family of open balls, determined by dl, forms the following basis:

    Bdl(η,γ)={μΥ:|dl(η,μ)dl(η,η)|<γ}, for all ηΥ and γ>0.

    Let us consider (Υ,dl) as a metric-like space. The function Q:ΥΥ is said to be dl-continuous at ηΥ if for every γ>0 there is ρ>0 such that Q(Bdl(η,ρ))Bdl(Qη,γ). Consequently, if Q:ΥΥ is dl-continuous and if limnηn=η, we obtain that limn+Qηn=Qη. A sequence {ηn}+n=0, consisting of elements of Υ, is said to be a dl-Cauchy sequence if the limit limn,m+dl(ηn,ηm) exists and is a finite value. We say that the metric-like space (Υ,dl) is complete if, for every dl-Cauchy sequence {ηn}+n=0, there exists an element ηΥ such that

    limn+dl(ηn,η)=dl(η,η)=limn,m+dl(ηn,ηm).

    In a metric-like space (Υ,dl), a subset Σ is bounded if there exists a point ηΥ and N0 such that dl(μ,η)N for every μΣ.

    Remark 1. The uniqueness of the limit for a convergent sequence cannot be guaranteed in metric-like spaces.

    The following lemma is required, which is known and useful for the sequel.

    Lemma 1. [1,3] Let (Υ,dl) be a metric-like space. Let {ηn} be a sequence in Υ such that ηnη, where ηΥ and dl(η,μ)=0. Then, for all μΥ, we have limn+dl(ηn,μ)=dl(η,μ).

    In 2015, Khojasteh et al. [8] provided a class Θ of functions Z:(R+{0})2R which satisfy the following assumptions:

    (Z1)Z(0,0)=0,

    (Z2)Z(ϱ,σ)<σϱ for every ϱ,σ>0,

    (Z3) if {ϱn} and {σn} are sequences in R+ such that limn+ϱn=limn+σn>0, then

    limn+supZ(ϱn,σn)<0.

    The functions Z are called the simulation functions.

    Rold'an-L'opez-de-Hierro et al. [10] modified the notion of simulation function by replacing (Z3) with (Z3), where

    (Z3): If {ϱn} and {σn} are sequences in R+ such that limn+ϱn=limn+σn>0 and ϱn<σn, then

    limn+supZ(ϱn,σn)<0.

    The simulation function satisfying conditions (Z1), (Z2) and (Z3) is called simulation function in the sense of Roldán-López-de-Hierro.

    Definition 2. [4] The map G:(R+{0})2R is said to be a C-class function if it is continuous and satisfies the following assumptions:

    (1) G(σ,ϱ)σ,

    (2) G(σ,ϱ)=σ means that either σ=0 or ϱ=0, for every σ,ϱR+{0}.

    Definition 3. [21] A map G:(R+{0})2R is said to satisfy condition (CG) if there exists CG0 such that:

    (G1) G(σ,ϱ)>CG implies that σ>ϱ,

    (G2) G(ϱ,ϱ)CG, for each ϱR+{0}.

    Definition 4. [21] A map Ψ:(R+{0})2R is said to be a CG-simulation function if it satisfies the following assumptions:

    (1) Ψ(ϱ,σ)<G(σ,ϱ) for each ϱ,σ>0 such that G:(R+{0})2R is a C-class function, which satisfies the condition (CG),

    (2) if {ϱn} and {σn} are two sequences in R+ such that limn+ϱn=limn+σn>0 and ϱn<σn, then limn+supΨ(ϱn,σn)<CG.

    Definition 5. [17] Let α:Υ2R+ be a function and Q:ΥΥ be a self-mapping. We say that Q is an α-admissible if

    α(η,μ)1 implies that α(Qη,Qμ)1 for every η,μΥ. (1.1)

    Definition 6. [18] An α-admissible map Q is called triangular α-admissible if α(η,ν)1 and α(ν,μ)1, which implies that α(η,μ)1 for all η,μ,νΥ.

    Chandok [2] introduced the notion of (α,θ)-admissible mappings.

    Definition 7. [2] Let Υ be a nonempty set, Q : ΥΥ and θ,α:Υ×ΥR+. We say that Q is an (α,θ)-admissible mapping if

    {θ(η,μ)1andα(η,μ)1 imply that {θ(Qη,Qμ)1andα(Qη,Qμ)1,

    for all η,μΥ.

    Definition 8. Let Υ be a nonempty set, Q : ΥΥ and θ,α:Υ×ΥR+. We say that Q is a triangular (α,θ)-admissible mapping if

    (1) Q is an (α,θ)-admissible mapping,

    (2) θ(η,μ)1,θ(μ,ν)1,α(η,μ)1 and α(μ,ν)1 imply that θ(η,ν)1 and α(η,ν)1,

    for all η,μ,νΥ.

    Example 1. Let Υ=[0,) and let Q : ΥΥ be defined as follows

    Qμ={1μ28, if μ[0,1]9μ,otherwise.

    Moreover, let θ,α:Υ×ΥR+ be defined as follows

    θ(η,μ)={1, if η,μ[0,1]0,otherwise and α(η,μ)={2, if η,μ[0,1]0,otherwise.

    If η,μΥ such that θ(η,μ)1 and α(η,μ)1, then η,μ[0,1]. On the other hand, for all μ[0,1] it holds that Qμ[0,1]. Hence, it follows that θ(Qη,Qμ)1 and α(Qη,Qμ)1, which implies that Q is an (α,θ)-admissible mapping. Moreover, for all η,μ,νΥ such that θ(η,μ)1, θ(μ,ν)1, α(η,μ)1 and α(μ,ν)1, it holds that η,μ,ν[0,1]. Thus, it follows that θ(η,ν)1 and α(η,ν)1, which finally implies that Q is a triangular (α,θ)-admissible mapping.

    H. Alsamir et al. [15] established fixed point theorems in the complete metric-like spaces by introducing a new contraction condition using an (α,θ)-admissible mapping and a simulation function.

    Definition 9. [15] Let (Υ,dl) be a metric-like space where Q:ΥΥ and α,θ:Υ×ΥR+ are given. Such Q is called an (α,θ)-admissible Z-contraction with respect to Z if

    Z(α(η,μ)θ(η,μ)dl(Qη,Qμ),dl(η,μ))0, (1.2)

    for all η,μΥ, where ZΘ.

    Remark 2. From the definition of simulation function, it is clear that Z(η,μ)<0 for all ημ>0. Therefore, Q is an (α,θ)-admissible Z-contraction with respect to Z and then it holds that

    α(η,μ)θ(η,μ)dl(Qη,Qμ)<dl(η,μ),

    for all η,μΥ, where ημ.

    Theorem 1. [15] Let (Υ,dl) be a complete metric-like space and Q:ΥΥ be an (α,θ)-admissible Z-contraction mapping such that

    i) Q is an (α,θ)-admissible,

    ii) there is η0Υ such that α(η0,Qη0)1 and θ(η0,Qη0)1,

    iii) Q is dl-continuous.

    Then, Q possesses a unique fixed point ηΥ such that dl(η,η)=0.

    Definition 10. [5] Let β:R+{0}(0,1), which satisfies the following condition:

    for any {bm}R+ and limm+β(bm)=1 it holdslimm+bm=0+.

    Such a function is called a Geraghty function.

    We denote the set of Geraghty functions by FG.

    Definition 11. [6] Let Q:ΥΥ be a self-mapping over a metric space (Υ,d). We say that Q is a Geraghty contraction, if there is βFG such that

    d(Qη,Qμ)β(d(η,μ))d(η,μ), for every η,μΥ.

    Theorem 2. [6] Let (Υ,d) be a complete metric space and Q:ΥΥ be a Geraghty contraction. Then, Q possesses a unique fixed point ηΥ and the sequence {Qnη} converges to η.

    This paper aims to demonstrate certain fixed point outcomes for a novel form of α-θ-Geraghty contraction mapping using CG-simulation functions in metric-like spaces. Consequently, we demonstrate that several known fixed point theorems can be easily shown by these main results.

    To start the presentation of our main results, we introduce the following definition.

    Definition 12. Let (Υ,dl) be a metric-like space, Q:ΥΥ be a map and α,θ:Υ2R{0} be functions. We say that Q is a ΨCG-α-θ-Geraghty contraction with respect to a CG-simulation function Ψ if there exists βFG such that

    Ψ(α(η,μ)θ(η,μ)dl(Qη,Qμ),β(M(η,μ))M(η,μ))CG (2.1)

    for every η,μΥ, where

    M(η,μ)=max{dl(η,μ),dl(η,Qη),dl(μ,Qμ)}.

    Remark 3. (1) From (1) in Definition 4, it is clear that a CG-simulation function must satisfy Ψ(r,r)<CG for all r>0.

    (2) If Q is a ΨCG-α-θ-Geraghty contraction with respect to a CG-simulation function Ψ, then

    α(η,μ)θ(η,μ)dl(Qη,Qμ)<M(η,μ),

    for every η,μΥ.

    Now, we are in a position to state our first main result.

    Theorem 3. Let (Υ,dl) be a complete metric-like space and Q : ΥΥ be a ΨCG-α-θ-Geraghty contraction satisfying the following conditions:

    (1) Q is a triangular (α,θ)-admissible,

    (2) there is η0Υ such that α(η0,Qη0)1 and θ(η0,Qη0)1,

    (3) either

    (3a) Q is dl-continuous

    or

    (3b) if {ηn}Υ such that θ(ηn,ηn+1)1 and α(ηn,ηn+1)1 for every nN and limn+dl(ηn,η)=dl(η,η), then we obtain θ(ηn,η)1 and α(ηn,η)1 for every nN.

    Then, Q possesses a unique fixed point ηΥ with dl(η,η)=0.

    Proof. From (2), there is η0Υ such that θ(η0,Qη0)1 and α(η0,Qη0)1. We define a sequence {ηn} with an initial point η0 such that ηn+1=Qηn, for all n0. If ηm=ηm+1 for some mN, then ηm is a fixed point of Q and the proof is completed. Let us assume that ηnQηn, for all nN. Using the (α,θ)-admissibility of Q and assumptions (2) we obtain the following:

    α(η1,η2)1 and θ(η1,η2)1.

    Repeating this process, we obtain the following:

    α(ηn,ηn+1)1 and θ(ηn,ηn+1)1, for all nN{0}. (2.2)

    Since Q is ΨCG-θ-α-Geraghty contraction, when taking η=ηn and μ=ηn+1 in (2.1), we obtain the following:

    Ψ(α(ηn,ηn+1)θ(ηn,ηn+1)dl(Qηn,Qηn+1),β(M(ηn,ηn+1))M(ηn,ηn+1))CG.

    Thus,

    CG  Ψ(α(ηn,ηn+1)θ(ηn,ηn+1)dl(Qηn,Qηn+1),β(M(ηn,ηn+1))M(ηn,ηn+1))< G(β(M(ηn,ηn+1))M(ηn,ηn+1),α(ηn,ηn+1)θ(ηn,ηn+1)dl(Qηn,Qηn+1)).

    Since G is a C-class function which satisfies the condition (CG), we obtain the following:

    α(ηn,ηn+1)θ(ηn,ηn+1)dl(Qηn,Qηn+1)<β(M(ηn,ηn+1))M(ηn,ηn+1). (2.3)

    Thus, from (2.2) and (2.3), we obtain the following:

    dl(ηn+1,ηn+2)  α(ηn,ηn+1)θ(ηn,ηn+1)dl(Qηn,Qηn+1)< β(M(ηn,ηn+1))M(ηn,ηn+1)< M(ηn,ηn+1). (2.4)

    On the other hand, we have

    M(ηn,ηn+1)=max{dl(ηn,ηn+1),dl(ηn,Qηn),dl(ηn+1,Qηn+1)}=max{dl(ηn,ηn+1),dl(ηn,ηn+1),dl(ηn+1,ηn+2)}=max{dl(ηn,ηn+1),dl(ηn+1,ηn+2)}.

    From the inequality (2.4), if M(ηn,ηn+1)=dl(ηn+1,ηn+2), then we obtain the following contradiction:

    dl(ηn+1,ηn+2)<dl(ηn+1,ηn+2).

    Hence, M(ηn,ηn+1)=dl(ηn,ηn+1) and, consequently, we obtain the following from the inequality (2.4):

    dl(ηn+1,ηn+2)<dl(ηn,ηn+1) .

    Thus, for all nN{0}, we have dl(ηn,ηn+1)>dl(ηn+1,ηn+2). Therefore, dl(ηn,ηn+1) is a strictly decreasing sequence of positive real numbers. Then, we can find a number γ0 such that

    limn+dl(ηn,ηn+1)=limn+M(ηn,ηn+1)=γ.

    Let us assume that γ>0. Therefore, using the inequality (2.4), we obtain the following:

    limn+α(ηn,ηn+1)θ(ηn,ηn+1)dl(Qηn,Qηn+1)=γ (2.5)

    and

    limn+β(dl(ηn,ηn+1))dl(ηn,ηn+1)=γ. (2.6)

    Let σn=β(dl(ηn,ηn+1))dl(ηn,ηn+1) and ϱn=α(ηn,ηn+1)θ(ηn,ηn+1)dl(Qηn,Qηn+1).

    Using (2.1) and (2) from Definition 4, we obtain the following:

    CG limn+supΨ(ϱn,σn)< CG,

    which is impossible, and this implies that γ=0.

    Hence,

    limn+dl(ηn,ηn+1)=0. (2.7)

    Now, we prove that {ηn} is a dl-Cauchy sequence. Assuming the opposite that it is not, it follows that there exists ϵ for which we can find subsequences {ηnλ} and {ηmλ} of {ηn}, where mλ>nλ>λ such that for all λ,

    dl(ηnλ,ηmλ)ϵ. (2.8)

    Furthermore, we can choose a mk, related to nk, such that it is the smallest integer for which it holds that mλ>nλ and (2.8). Using (2.8), we obtain the following:

    dl(ηnλ,ηmλ1)<ϵ. (2.9)

    According to (2.8), (2.9) and the triangle inequality, we can obtain the following:

    ϵdl(ηnλ,ηml)dl(ηnl,ηml1)+dl(ηmλ1,ηmλ)<ϵ+dl(ηmλ1,ηmλ).

    From (2.7) and letting n+ in the previous inequality, we can obtain the following:

    limn+dl(ηnλ,ηmλ)=ϵ. (2.10)

    Additionally, from the triangle inequality, we have the following:

    {dl(ηnλ+1,ηmλ)dl(ηnλ,ηnλ+1)+dl(ηnλ,ηmλ)and dl(ηnλ,ηmλ)dl(ηnλ+1,ηmλ)+dl(ηnλ,ηnλ+1).

    Therefore,

    {dl(ηnλ+1,ηmλ)dl(ηnλ,ηmλ)dl(ηnλ,ηnλ+1)and dl(ηnλ,ηmλ)dl(ηnλ+1,ηmλ)dl(ηnλ,ηnλ+1).

    Hence,

    |dl(ηnλ+1,ηmλ)dl(ηnλ,ηmλ)|dl(ηnλ,ηnλ+1).

    Using (2.7), (2.10) and taking limλ+ on both sides of the previous inequality, we can conclude that

    limλ+dl(ηnλ+1,ηmλ)=ϵ. (2.11)

    Similarly, we show that

    limλ+dl(ηnλ+1,ηmλ+1)=ϵ. (2.12)

    Moreover, using (2.2) and the fact that Q is a triangular (α,θ)-admissible, we can conclude that

    θ(ηnλ,ηmλ)1 and α(ηnλ,ηmλ)1. (2.13)

    Let η=ηmk and μ=ηnk. Then, using (2.1), we obtain the following:

    CGΨ(α(ηnλ,ηmλ)θ(ηnλ,ηmλ)dl(Qηnλ,Qηmλ),β(M(ηnλ,ηmλ))M(ηnλ,ηmλ))< G(β(M(ηnλ,ηmλ))M(ηnλ,ηmλ),α(ηnλ,ηmλ)θ(ηnλ,ηmλ)dl(Qηnλ,Qηmλ).

    Therefore,

    α(ηnλ,ηmλ)θ(ηnλ,ηmλ)dl(Qηnλ,Qηmλ)< β(M(ηnλ,ηmλ))M(ηnλ,ηmλ).

    Thus,

    dl(ηnλ+1,ηmλ+1)  α(ηnλ,ηmλ)θ(ηnλ,ηmλ)dl(Qηnλ,Qηmλ)< β(M(ηnλ,ηmλ))M(ηnλ,ηmλ)< M(ηnλ,ηmλ). (2.14)

    Since

    M(ηnλ,ηmλ)=max{dl(ηnλ,ηmλ),dl(ηnλ,Qηnλ),dl(ηmλ,Qηmλ)}=max{dl(ηnλ,ηmλ),dl(ηnλ,ηnλ+1),dl(ηmλ,ηmλ+1)},

    then, from (2.7) and (2.10), we can obtain the following:

    limλ+M(ηnλ,ηmλ)=ϵ. (2.15)

    Using (2.12), (2.14) and (2.15), we obtain the following:

    limλ+α(ηnλ,ηmλ)θ(ηnλ,ηmλ)dl(Qηnλ,Qηmλ)=ϵ

    and

    limλ+β(M(ηnλ,ηmλ))M(ηnλ,ηmλ)=ϵ.

    Let σn=β(M(ηnλ,ηmλ))M(ηnλ,ηmλ) and ϱn=α(ηnλ,ηmλ)θ(ηnλ,ηmλ)dl(Qηnλ,Qηmλ).

    Therefore, using (2.1) and (2) from Definition 4, we obtain the following:

    CGlimλ+supΨ(ϱn,σn)< CG,

    which is impossible. This implies that {ηn} is a dl-Cauchy sequence. From (2.7) and since (Υ,dl) is a complete metric-like space, there is some ηΥ such that

    limn+dl(ηn,η)=dl(η,η)=limn,m+dl(ηn,ηm)=0, (2.16)

    which implies that dl(η,η)=0.

    Case 1: If condition (3a) is satisfied, the dl-continuity of Q implies that

    limn+dl(ηn+1,Qη)=limn+dl(Qηn,Qη)=dl(Qη,Qη). (2.17)

    By Lemma 1 and (2.16), we obtain the following:

    limn+dl(ηn+1,Qη)=dl(η,Qη). (2.18)

    Combining (2.17) and (2.18), we obtain the following:

    dl(Qη,Qη)=dl(η,Qη),

    which implies that Qη=η.

    Case 2: Let us suppose that dl(Qη,η)>0. From the condition (3b), we can conclude that θ(ηn,η)1 and α(ηn,η)1 for every nN. According to (2.1), we obtain the following:

    CGΨ(α(ηn,η)θ(ηn,η)dl(Qηn,Qη),β(M(ηn,η))M(ηn,η))< G(β(M(ηn,η))M(ηn,η),α(ηn,η)θ(ηn,η)dl(Qηn,Qη)), (2.19)

    which implies that

    α(ηn,η)θ(ηn,η)dl(Qηn,Qη)β(M(ηn,η))M(ηn,η)< M(ηn,η), (2.20)

    where

    M(ηn,η)=max{dl(ηn,η),dl(ηn,Qηn),dl(η,Qη)}=max{dl(ηn,η),dl(ηn,ηn+1),dl(η,Qη)}.

    Then, from (2.16), we can obtain the following:

    limn+M(ηn,η)=limn+max{dl(ηn,η),dl(ηn,ηn+1),dl(η,Qη)}=max{dl(η,η),dl(η,η),dl(η,Qη)}=dl(η,Qη). (2.21)

    It holds that

    dl(Qηn,Qη)α(ηn,η)θ(ηn,η)dl(Qηn,Qη). (2.22)

    Then, from (2.20) and (2.22), we conclude that

    dl(Qηn,Qη)α(ηn,η)θ(ηn,η)dl(Qηn,Qη)β(M(ηn,η))M(ηn,η)< M(ηn,η). (2.23)

    Hence,

    dl(ηn+1,Qη)dl(η,Qη)β(M(ηn,η))M(ηn,η)dl(η,Qη)<M(ηn,η)dl(η,Qη). (2.24)

    Using (2.21), (2.24) and taking n+, we obtain the following:

    limn+β(M(ηn,η))=1.

    Since β is a Geraghty function, it follows that

    limn+M(ηn,η)=0,

    which is a contradiction. Therefore, dl(η,Qη)=0, which implies that η=Qη. The proof is finished.

    In order to establish the uniqueness, an additional condition is necessary, which is as follows:

    (C) α(η,μ)1 and θ(η,μ)1 for every η,μ in Fix (Q), where Fix(Q) denotes the collection of all fixed points of Q.

    Theorem 4. If the conditions of the Theorem 3 are satisfied, particularly the condition (C), then the operator Q possesses a unique fixed point.

    Proof. In order to prove the uniqueness of the fixed point, let us suppose that there exist μ,ηΥ such that Qμ=μ, Qη=η and μη. From Theorem 3, we have the following:

    dl(η,η)=dl(μ,μ)=0. (2.25)

    On the other hand, according to (2.1), we obtain the following:

    CGΨ(α(η,μ)θ(η,μ)dl(Qη,Qμ),β(M(dl(η,μ))M(dl(η,μ)))<G(β(M(dl(η,μ))M(dl(η,μ)),α(η,μ)θ(η,μ)dl(Qη,Qμ))=G(β(M(dl(η,μ))M(dl(η,μ)),α(η,μ)θ(η,μ)dl(η,μ)).

    Thus,

    α(η,μ)θ(η,μ)dl(η,μ)<β(M(dl(η,μ))M(dl(η,μ))<M(dl(η,μ)). (2.26)

    From (2.25), we conclude that

    M(dl(η,μ))=max{dl(η,μ),dl(η,Qη),dl(μ,Qμ)}=max{dl(η,μ),dl(η,η),dl(μ,μ)}=dl(η,μ).

    Hence, from (2.26) and the condition (C), we conclude that

    dl(η,μ)α(η,μ)θ(η,μ)dl(η,μ)<dl(η,μ),

    which is a contradiction, thus η=μ.

    Theorem 5. Let (Υ,dl) be a complete metric-like space and Q:ΥK(Υ) be a map, such that

    θ(η,μ)1 and α(η,μ)1impliesthatΨ(dl(Qη,Qμ), β(E(η,μ))E(η,μ))CG (2.27)

    for every η,μΥ, ημ, where

    E(η,μ)=dl(η,μ)+|dl(η,Qη)dl(μ,Qμ)|.

    Additionally, assume the following:

    (1) Q is a triangular (α,θ)-admissible,

    (2) there is η0Υ such that θ(η0,Qη)1 and α(η0,Qη)1,

    (3) either

    (3a) Q is dl-continuous

    or

    (3b) if {ηn}Υ such that θ(ηn,ηn+1)1 and α(ηn,ηn+1)1, for all nN and limn+dl(ηn,η)=dl(η,η), then we obtain θ(ηn,η)1 and α(ηn,η)1 for every nN.

    Then, Q possesses a unique fixed point ηΥ with dl(η,η)=0.

    Proof. From (2), there is η0Υ such that θ(η0,Qη0)1 and α(η0,Qη0)1. We define a sequence {ηn} with an initial point η0 such that ηn+1=Qηn, for all n0. If ηm=ηm+1 for some mN, then ηm is a fixed point of Q and the proof is completed. Let us assume that ηnQηn, for all nN. Using the (α,θ)-admissibility of Q and assumptions (2), we obtain the following:

    α(η1,η2)1 and θ(η1,η2)1.

    Repeating this process, we obtain the following:

    α(ηn,ηn+1)1 and θ(ηn,ηn+1)1, for all nN{0}. (2.28)

    We conclude that dl(ηn,ηn+1) is decreasing. Let us assume that

    dl(ηn,ηn+1)<dl(ηn+1,ηn+2). (2.29)

    From (2.27) and (2.28), we find that

    CG  Ψ(dl(Qηn,Qηn+1),β(E(ηn,ηn+1))E(ηn,ηn+1))< G(β(E(ηn,ηn+1))E(ηn,ηn+1),dl(Qηn,Qηn+1)),

    and, thus, we obtain the following:

    dl(Qηn,Qηn+1)<β(E(ηn,ηn+1))E(ηn,ηn+1). (2.30)

    Hence, from inequality (2.30) we obtain the following:

    dl(ηn+1,ηn+2) =dl(Qηn,Qηn+1)< β(E(ηn,ηn+1))E(ηn,ηn+1)< E(ηn,ηn+1). (2.31)

    On the other hand, we have

    E(ηn,ηn+1)=dl(ηn,ηn+1)+|dl(ηn,Qηn)dl(ηn+1,Qηn+1)|.

    Using (2.29), we obtain the following:

    E(ηn,ηn+1)=dl(ηn,ηn+1)dl(ηn,Qηn)+dl(ηn+1,Qηn+1)dl(ηn+1,ηn+2). (2.32)

    Hence, from (2.32), the inequality (2.31) turns into

    dl(ηn+1,ηn+2)<E(ηn,ηn+1)<dl(ηn+1,ηn+2), (2.33)

    which is a contradiction. Consequently, we conclude that {dl(ηn,ηn+1)} is a decreasing sequence. Therefore, dl(ηn,ηn+1) is a decreasing sequence of positive real numbers. Hence, there is γ0 such that

    limn+dl(ηn,ηn+1)=γ.

    Thus,

    limn+E(ηn,ηn+1)=γ.

    Let us assume that γ>0. Then, using the inequality (2.31), we obtain the following:

    limn+β(E(ηn,ηn+1))=1. (2.34)

    Since β is a Geraghty function, then

    limn+E(ηn,ηn+1)=0,

    is a contradiction and hence γ=0. Therefore,

    limn+dl(ηn,ηn+1)=0. (2.35)

    Now, we prove that {ηn} is a dl-Cauchy sequence. Assuming the opposite that it is not, it follows that there exists ϵ for which we can find subsequences {ηnλ} and {ηmλ} of {ηn}, where mλ>nλ>λ such that for every λ,

    dl(ηnλ,ηmλ)ϵ. (2.36)

    With the same reasoning as in the Theorem 3, we show that

    limλ+dl(ηnλ,ηmλ)=limλ+dl(ηnλ+1,ηmλ+1)=ϵ (2.37)

    and, consequently, it follows that

    limλ+E(ηnλ,ηmλ)=ϵ. (2.38)

    On the other hand, let η=ηnλ and μ=ηmλ. Since Q is a triangular (α,θ)-admissible, then, using (2.27) and (2.28) we obtain the following:

    CGΨ(dl(Qηnλ,Qηmλ),β(E(ηnλ,ηmλ))E(ηnλ,ηmλ))< G(β(E(ηnλ,ηmλ))E(ηnλ,ηmλ),dl(Qηnλ,Qηmλ)).

    Hence,

    dl(Qηnλ,Qηmλ)<β(E(ηnλ,ηmλ))E(ηnλ,ηmλ)<E(ηnλ,ηmλ).

    Thus,

    dl(Qηnλ,Qηmλ)<β(E(ηnλ,ηmλ))E(ηnλ,ηmλ)<E(ηnλ,ηmλ).

    Using (2.37) and (2.38), we obtain the following:

    limλ+dl(Qηnλ,Qηmλ)=ϵ

    and

    limλ+β(E(ηnλ,ηmλ))E(ηnλ,ηmλ)=ϵ.

    Then, using (2.27) and (2) from Definition 4, we obtain the following:

    CGlimλ+supΨ(dl(Qηnλ,Qηmλ),β(E(ηnλ,ηmλ))E(ηnλ,ηmλ))< CG,

    which is a contradiction. This implies that {ηn} is a dl-Cauchy sequence. Using (2.35) and the completeness of (Υ,dl), there is some ηΥ such that

    limn+dl(ηn,η)=dl(η,η)=limn,m+dl(ηn,ηm)=0, (2.39)

    which implies that dl(η,η)=0.

    Case 1: From (3a), if Q is a dl-continuous mapping, with the same reasoning as in Case 1 of the Theorem 3, we show that Qη=η.

    Case 2: From (3b), if Q is not a dl-continuous mapping, we obtain α(ηn,η)1 for every nN. According to (2.27), we have

    CGΨ(dl(Qηn,Qη),β(E(ηn,η))E(ηn,η))< G(β(E(ηn,η))E(ηn,η),dl(Qηn,Qη)), (2.40)

    and, thus, we obtain the following:

    dl(Qηn,Qη)β(E(ηn,η))E(ηn,η)< E(ηn,η), (2.41)

    where

    E(ηn,η)= dl(ηn,η)+|dl(ηn,Qηn)dl(η,Qη)|= dl(ηn,η)+|dl(ηn,ηn+1)dl(η,Qη)|.

    Then, from (2.39), we obtain the following:

    limn+E(ηn,η)= dl(η,Qη). (2.42)

    Since we know that α(ηn,η)1, from (2.41), we conclude that

    dl(ηn+1,Qη)dl(Qηn,Qη)β(E(ηn,η))E(ηn,η)<E(ηn,η). (2.43)

    Let us suppose that dl(η, Qη)>0. Then, from (2.42), (2.43) and letting n+, we obtain the following:

    limn+β(E(ηn,η))=1.

    Since β is a Gerahty function, then

    limn+E(ηn,η)=0,

    which is a contradiction. This implies that dl(η,Qη)=0, and thus, η=Qη. The proof is finished.

    In order to prove the uniqueness, it is necessary to add the condition (C).

    Theorem 6. If conditions of Theorem 5 are satisfied, particularly the condition (C), then Q possesses a unique fixed point.

    Proof. To prove the uniqueness of the fixed point, suppose that there exist μ,ηΥ such that Qμ=μ, Qη=η and μη. According to Theorem 5, we have

    dl(η,η)=dl(μ,μ)=0. (2.44)

    On the other hand, according to (2.27), we obtain the following:

    CGΨ(α(η,μ)θ(η,μ)dl(Qη,Qμ),β(E(η,μ)E(η,μ))<G(β(E(η,μ)E(η,μ),α(η,μ)θ(η,μ)dl(Qη,Qμ))=G(β(E(η,μ)E(η,μ),α(η,μ)θ(η,μ)dl(η,μ)).

    Thus,

    α(η,μ)θ(η,μ)dl(η,μ)<β(E(η,μ)E(η,μ)< E(η,μ). (2.45)

    From (2.44), we conclude that

    E(dl(η,μ)=dl(η,μ)+|dl(η,Qη)dl(μ,Qμ)|=dl(η,μ)+|dl(η,η)dl(μ,μ)|=dl(η,μ).

    Hence, from (2.45) and the condition (C), we conclude that

    dl(η,μ)α(η,μ)θ(η,μ)dl(η,μ)<dl(η,μ),

    which is a contradiction, so η=μ.

    Example 2. Let us consider Υ={0,1,2} and let dl:Υ2R+ be defined as follows:

    dl(0,0)=0,dl(1,0)=dl(0,1)=7,dl(0,2)=dl(2,0)=3,dl(1,2)=dl(2,1)=4,dl(1,1)=3,dl(2,2)=1.

    Clearly, (Υ,dl) is metric-like space. Let θ,α:Υ2R+ be defined as follows:

    θ(η,μ)={32,ifη{0,1,2}0,otherwise,andα(η,μ)={2,ifη{0,1,2}0,otherwise.

    Let Q:ΥΥ be defined as follows:

    Qη={2,η{1,2}0,otherwise.

    Then, for all η,μΥ such that θ(η,μ)1 and α(η,μ)1, we obtain θ(Qη,Qμ)1 and α(Qη,Qμ)1, which implies that Q is an (α,θ)-admissible. Moreover, for all η,μ,νΥ such that θ(η,μ)1, θ(μ,ν)1, α(η,μ)1 and α(μ,ν)1, it holds that η,μ,ν{0,1,2}. Thus, it follows that θ(η,ν)1 and α(η,ν)1, which finally implies that Q is a triangular (α,θ)-admissible mapping.

    On the other hand, if we take η=1, then the condition (2) of the Theorem 3 is satisfied. Next, let us consider the following mappings

    G(σ,ϱ)=σϱ,Ψ(ϱ,σ)=34ϱσ,β(t)=1t+1,

    for every t,σ,ϱR+{0}. It is clear that β, G and Ψ are the Geraghty function, the C-class function and the CG-simulation function, respectively.

    Now, we consider the following cases.

    Case 1. (η,μ)=(0,0): It holds that M(0,0)=max{dl(0,0),dl(0,Q0),dl(0,Q0)}=0. Then,

    Ψ(α(0,0)θ(0,0)dl(Q0,Q0),β(M(0,0))M(0,0))=Ψ(2320,0)=Ψ(0,0)=0.

    Case 2. (η,μ)=(0,1): It holds that M(0,1)=max{dl(0,1),dl(0,Q0),dl(1,Q1)}=7. Then,

    Ψ(α(0,1)θ(0,1)dl(Q0,Q1),β(M(0,1))M(0,1))=Ψ(2323,β(7)7)=Ψ(9,78)=27478.

    Case 3. (η,μ)=(0,2): It holds that M(0,2)=max{dl(0,2),dl(0,Q0),dl(2,Q2)}=3. Then,

    Ψ(α(0,2)θ(0,2)dl(Q0,Q2),β(M(0,2))M(0,2))=Ψ(2323,β(3)3)=Ψ(9,34)=27434.

    Case 4. (η,μ)=(1,1): It holds that M(1,1)=max{dl(1,1),dl(1,Q1),dl(1,Q1)}=4. Then,

    Ψ(α(1,1)θ(1,1)dl(Q1,Q1),β(M(1,1))M(1,1))=Ψ(2321,β(4)4)=Ψ(3,45)=9445.

    Case 5. (η,μ)=(1,2): It holds that M(1,2)=max{dl(1,2),dl(1,Q1),dl(2,Q2)}=4. Then,

    Ψ(α(1,2)θ(1,2)dl(Q1,Q2),β(M(1,2))M(1,2))=Ψ(2321,β(4)4)=Ψ(3,45)=9445.

    Case 6. (η,μ)=(2,2): It holds that M(2,2)=max{dl(2,2),dl(2,Q2),dl(2,Q2)}=1 Then,

    Ψ(α(2,2)θ(2,2)dl(Q2,Q2),β(M(2,2))M(2,2))=Ψ(2321,β(1)1)=Ψ(3,12)=9412.

    Finally, for all η,μΥ we have the following:

    0Ψ(α(η,μ)θ(η,μ)dl(Qη,Qμ),β(M(η,μ))M(η,μ))<G(α(η,μ)θ(η,μ)dl(Qη,Qμ),β(M(η,μ))M(η,μ)). (2.46)

    Then, using inequality (2.46) and Definition 12, it is clear that the mapping Q is ΨCG-α-θ-Geraghty contraction where CG=0. Thus, assumptions of Theorem 3 are satisfied. Hence, Q possesses fixed points in Υ.

    Example 3. Let Υ=[0,), dl(η,μ)=(η+μ) for all η,μΥ and Q:ΥΥ be defined as follows:

    Qμ={μ16, if 0μ14μ, otherwise.

    Let us consider Ψ(η,μ)=ηγμ, where 014<γ<1 and define α,θ:Υ×ΥR+ as

    θ(η,μ)={53, if 0η,μ10, otherwise

    and

    α(η,μ)={65, if 0η,μ10, otherwise.

    We shall prove that the Theorem 3 can be applied. Clearly, (Υ,dl) is a complete metric-like space. Let η,μΥ such that α(η,μ)1 and θ(η,μ)1. Since η,μ[0,1], then Qη[0,1], Qμ[0,1], α(Qη,Qμ)=1 and θ(Qη,Qμ)=1. Hence, Q is (α,θ)-admissible. Moreover, for all η,μ,νΥ such that θ(η,μ)1, θ(μ,ν)1, α(η,μ)1 and α(μ,ν)1, it holds that η,μ,ν[0,1]. Thus, it follows that θ(η,ν)1 and α(η,ν)1, which finally implies that Q is a triangular (α,θ)-admissible mapping. Condition (2) is satisfied when η0=1 and condition (3b) is satisfied when ηn=Qnη0=116n.

    If η[0,1], then α(η,μ)=65 and θ(η,μ)=53. Now, let us consider the following mappings

    G(σ,ϱ)=σϱ,Ψ(ϱ,σ)=12ϱσ,β(t)=1t+1,

    for every t,σ,ϱR+{0}. It is clear that β, G and Ψ are the Geraghty function, the C-class function and the CG-simulation function, respectively. We have the following:

    dl(Qη,Qμ)=Qη+Qμ=116dl(η,μ)116M(η,μ).

    On the other hand, for any η,μΥ, we obtain M(η,μ)[0,2]. Hence,

    3M(η,μ)M2(η,μ)0.

    Then,

    Ψ(α(η,μ)θ(η,μ)dl(Qη,Qμ),β(M(η,μ))M(η,μ))=12M(η,μ)β(M(η,μ))α(η,μ)θ(η,μ)dl(Qη,Qμ)=12M(η,μ)β(M(η,μ))2dl(Qη,Qμ)=M(η,μ)2(M(η,μ)+1)2dl(Qη,Qμ)M(η,μ)2(M(η,μ)+1)18M(η,μ)=3M(η,μ)M2(η,μ)8(M(η,μ)+1)0.

    If η[0,1] and μ[0,1], then Ψ(α(η,μ)θ(η,μ)dl(Qη,Qμ),β(M(η,μ))M(η,μ))0 since α(η,μ)=θ(η,μ)=0. Finally, for all η,μΥ, we obtain the following:

    CG=0Ψ(α(η,μ)θ(η,μ)dl(Qη,Qμ),β(M(η,μ))M(η,μ))<G(α(η,μ)θ(η,μ)dl(Qη,Qμ),β(M(η,μ))M(η,μ)).

    Consequently, all assumptions of Theorem 3 are satisfied and hence Q has unique fixed point, which is 0.

    Using our main results, we can easily reach several classical fixed point results, which we present in this section.

    Corollary 1. Let (Υ,dl) be a complete metric-like space and Q:ΥK(Υ) be a map such that

    Ψ(α(η,μ)θ(η,μ)dl(Qη,Qμ), β(D(η,μ))D(η,μ))CG

    for every η,μΥ, where ημ and

    D(η,μ)=max{dl(η,μ),12(dl(η,Qη)+dl(μ,Qμ))}.

    Moreover, assume the following:

    (1) there is η0Υ such that θ(η0, η1)1 and α(η0, η1)1,

    (2) Q is triangular (α,θ)-admissible,

    (3) either

    (3a) Q is dl-continuous

    or

    (3b) if {ηn}Υ such that θ(ηn,ηn+1)1 and α(ηn,ηn+1)1 for all nN and limn+ηn=ηΥ, then we obtain α(ηn,η)1 for every nN.

    Then, Q possesses a fixed point.

    Proof. We have the following:

    D(η,μ)=max{dl(η,μ),12(dl(η,Qη)+dl(μ,Qμ))}max{dl(η,μ),dl(η,Qη),dl(μ,Qμ)}=M(η,μ).

    Then, we can obtain the result using Theorem 3.

    Corollary 2. Let (Υ,dl) be a complete metric-like space and let Q:ΥΥ be a map, such that

    Z(α(η,μ)θ(η,μ)dl(Qη,Qμ), β(dl(η,μ))dl(η,μ))0

    for every η,μΥ, where ημ and

    i) Q is triangular (α,θ)-admissible

    ii) there exists η0Υ such that α(η0,Qη0)1 and θ(η0,Qη0)1

    iii) Q is dl-continuous.

    Then, Q possesses a fixed point ηΥ such that dl(η,η)=0.

    Proof. We have the following:

    dl(η,μ)max{dl(η,μ),dl(η,Qη),dl(μ,Qμ)}=M(η,μ).

    For CG=0, Ψ(ϱ,σ)=Z(ϱ,σ) and G(σ,ϱ)=σϱ, all assumptions of Theorem 3 are satisfied and Q possesses an unique fixed point.

    In Theorem 3, if we consider that θ(η,μ)=α(η,μ)=1 for every η,μΥ, we obtain the following result.

    Corollary 3. Let (Υ,dl) be a complete metric-like space and Q be a self-mapping on Υ. Assume that there is CG-simulation function Ψ such that

    Ψ(dl(Qη,Qμ),β(M(η,μ))M(η,μ))CG

    for all η,μΥ. Then, Q possesses an unique fixed point ηΥ such that dl(η,η)=0.

    In the context of metric-like space, we developed the idea of the ΨCG-α-θ-Geraghty contraction mapping and explored some relevant findings about the existence and uniqueness of a fixed point for such mappings via CG-simulation function, which, in return, generalizes, extends and combines findings from the literature.

    The authors declare they have not used Artificial Intelligence (AI) tools in the creation of this article.

    The research of the third author is partially supported by the Serbian Ministry of Education, Science and Technological Development, under project 451-03-47/2023-01/200103.

    The authors declare that they have no conflict of interest.



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