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Article

Local Fractional Homotopy Perturbation Method for Solving Non-Homogeneous Heat Conduction Equations in Fractal Domains

1
College of Mathematics and Information Science, North China University of Water Resources and Electric Power, Zhengzhou 450000, China
2
Engineering School (DEIM), University "La Tuscia", Largo dell'Università s.n.c., Viterbo 01100, Italy
3
Department of Mathematics and Mechanics, China University of Mining and Technology, Xuzhou 221008, China
*
Author to whom correspondence should be addressed.
Entropy 2015, 17(10), 6753-6764; https://doi.org/10.3390/e17106753
Submission received: 27 May 2015 / Revised: 16 August 2015 / Accepted: 23 September 2015 / Published: 5 October 2015
(This article belongs to the Special Issue Dynamical Equations and Causal Structures from Observations)

Abstract

:
In this article, the local fractional Homotopy perturbation method is utilized to solve the non-homogeneous heat conduction equations. The operator is considered in the sense of the local fractional differential operator. Comparative results between non-homogeneous and homogeneous heat conduction equations are presented. The obtained result shows the non-differentiable behavior of heat conduction of the fractal temperature field in homogeneous media.

1. Introduction

Entropy in the thermodynamics is considered as the state function of a thermodynamic system. The entropy production in one-dimensional heat conduction in the hard-particle gas was considered in [1]. The maximum and minimum entropy productions in heat conduction problems were presented in [2,3]. The entropy generation in one-dimensional conduction was discussed in [4].
Recently, the entropy production via fractional order calculus [5,6,7,8,9,10] was suggested in [11]. The entropy production in fractional diffusion equation was proposed in [12,13]. The entropy analysis in fractional dynamical systems was presented in [14]. However, the above entropy process is differentiable. There may be non-differentiable entropy production in heat conduction of the fractal temperature field in homogeneous media [15]. Especially the non-homogeneous heat conduction equation (NHEC) in fractal domain was written as follows [16]:
ε Φ μ , τ τ ε - 2 ε Φ μ , τ μ 2 ε = F ε μ , τ > 0 , μ R , 0 < ε < 1 ,
subject to the initial condition
Φ μ , 0 = H ε μ ,
where F ε μ is heat generation rate and the time and space operators are considered in the sense of local fractional differential operator (LFDO). The operator was applied to describe the non-differentiable equations, such as Laplace [16], diffusion [17], oscillator [18], heat [16,19], Boussinesq [20], wave [16,21], Burgers [22] and parabolic Fokker–Planck [23] defined on Cantor sets. The comparison between diffusion problem via local fractional time- and space- derivative operators and classical one was presented in [24]. The fractal heat conduction equation with the help of local fractional time- and space- derivative operators was discussed by using the local fractional Laplace operator [25]. For more applications in integral transforms and fluid mechanics, see [26,27,28].
More recently, the homotopy perturbation method via local fractional homotopy perturbation (LFDO) method, proposed by authors in [29], was applied to solve the wave equations involving the Cantor sets. The homotopy perturbation method, structured by He in [30], was applied to heat transfer [31], water wave theory [32] and diffusion problems [33]. In this manuscript, we will implement the technology to solving the NHCEs in fractal domain. The structure of this article is as follows. In Section 2, we introduce the basic theory of LFDO with applications to special functions defined on Cantor sets. In Section 3, the local fractional homotopy perturbation method is analyzed. The non-differentiable solutions (NSs) for the NHCEs are given in Section 4. In Section 5 the comparison between NHCE and homogeneous heat conduction equation (HHCE) is discussed. Finally, Section 6 is devoted to the conclusions.

2. The LFDO

In this section, we present the basic theory of LFDO [16,17,18,19,20,21,22,23,24,25,26,27,28,29].
The LFDO of Θ μ of ε order ( 0 < ε 1 ) is defined by
ε Θ μ μ ε μ = μ 0 = lim μ μ 0 Δ ε Θ μ - Θ μ 0 μ - μ 0 ε ,
where Δ ε Θ μ - Θ μ 0 Γ 1 + ε Δ Θ μ - Θ μ 0 .
The properties of the LFDO are as follows [16]:
(a)
D ε Φ μ ± Θ μ = D ε Φ μ ± D ε Θ μ ,
(b)
D ε Φ μ Θ μ = D ε Φ μ Θ μ + Φ μ D ε Θ μ ,
(c)
D ε Φ μ / Θ μ = D ε Φ μ Θ μ - Φ μ D ε Θ μ / Θ 2 μ , provided Θ μ 0 .
The basic operations of the local fractional differential operators (LFDOs) of the non-differentiable functions (NDFSs) defined on fractal sets are listed in Table 1.
Table 1. The basic operations of local fractional differential operator (LFDO) of non-differentiable functions (NDFs) defined on fractal sets.
Table 1. The basic operations of local fractional differential operator (LFDO) of non-differentiable functions (NDFs) defined on fractal sets.
Φ μ D ε Φ μ Special functions defined on Cantor sets
C0
μ k ε / Γ 1 + k ε μ k - 1 ε / Γ 1 + k - 1 ε
E ε μ ε E ε μ ε E ε μ ε = k = 0 μ k ε Γ 1 + k ε
E ε - μ ε - E ε - μ ε
sin ε μ ε cos ε μ ε sin ε μ ε = k = 0 - 1 k μ 2 k + 1 ε Γ 1 + 2 k + 1 ε , cos ε μ ε = k = 0 - 1 k μ 2 k ε Γ 1 + 2 k ε
cos ε μ ε - sin ε μ ε

3. Analysis of the Method

In this section the local fractional homotopy perturbation method [29] will be presented as follows.
The NHCE is written in the form
L ε Φ ε = 0 ,
where L α is a LFDO.
A convex non-differentiable homotopy H ^ ε Φ , θ , ε is structured as follows:
H ^ ε Φ , θ , ε = Λ ε L ε Φ ε - L ε Φ 0 ε + θ ε L ε Φ ε , θ 0 , 1 ,
where Λ ε = 1 - θ ε and Φ 0 = Φ 0 ε is an initial approximation of Equation (5).
Setting H ^ ε Φ , θ , ε = 0 , we obviously have
H ^ ε Φ , 0 , ε = L ε Φ ε - L ε Φ 0 ε ,
H ^ ε Φ , 1 , ε = L ε Φ ε .
In the structure of non-differentiable homotopy, the non-differentiable deformation is L ε Φ - L ε Φ 0 and the non-differentiable homotopics is L ε Φ .
With the help of the non-differentiable series [17], Φ ε can be expressed by
Φ ε = j = 0 n θ j ε Φ j ε .
Making use of Equations (5) and (8), we obtain
H ^ ε Φ , θ , ε = Λ ε L ε j = 0 n θ j ε Φ j ε - L ε Φ 0 ε + θ ε L ε j = 0 n θ j ε Φ j ε ,
where Λ ε = 1 - θ ε .
Expanding L ε Φ ε into a local fractional Taylor series, we have
L ε Φ ε = L ε Φ 0 ε + d ε L ε Φ 0 ε d Φ ε j = 0 n θ j Φ j - Φ 0 ε Γ 1 + ε + O j = 0 n θ j Φ j - Φ 0 ε (10) = L ε Φ 0 ε + d ε L ε Φ 0 ε d Φ ε j = 0 n θ j ε Φ j ε - Φ 0 ε Γ 1 + ε + O j = 0 n θ j Φ j - Φ 0 ε .
such that
H ^ ε Φ , θ , ε = 1 - θ ε L ε Φ ε - L ε Φ 0 ε + θ ε L ε Φ ε (11) = 1 - θ ε L ε Φ 0 ε + d ε L ε Φ 0 ε d Φ ε j = 0 n θ j ε Φ j ε - Φ 0 ε Γ 1 + ε + O j = 0 n θ j Φ j - Φ 0 ε - L ε Φ 0 ε + θ ε L ε Φ 0 ε + d ε L ε Φ 0 ε d Φ ε j = 0 n θ j ε Φ j ε - Φ 0 ε Γ 1 + ε + O j = 0 n θ j Φ j - Φ 0 ε ,
which reduces to
H ^ ε Φ , 0 , ε = L ε Φ ε - L ε Φ 0 ε = L ε Φ 0 ε + d ε L ε Φ 0 ε d Φ ε j = 0 n θ j ε Φ j ε - Φ 0 ε Γ 1 + ε + O j = 0 n θ j Φ j - Φ 0 ε - L ε Φ 0 ε (12) = 0
and
H ^ ε Φ , 1 , ε = Λ ε L ε Φ ε - L ε Φ 0 ε + θ ε L ε Φ ε = θ ε L ε Φ ε (13) = θ ε L ε Φ 0 ε + d ε L ε Φ 0 ε d Φ ε j = 0 n θ j ε Φ j ε - Φ 0 ε Γ 1 + ε + O j = 0 n θ j Φ j - Φ 0 ε .
Adopting Equations (12) and (13), we obtain
θ 0 ε : L ε Φ ε - L ε Φ 0 ε = 0 ,
θ 1 ε : L ε Φ 0 ε + d ε L ε Φ 0 ε d Φ ε Φ 1 ε Γ 1 + ε = 0 .
Here, Equation (15) is the Newton’s method of the LFDO and it is convergent.
Taking θ 1 , the approximate solution takes the form
Φ ε = lim θ 1 j = 0 θ j ε Φ j ε = j = 0 Φ j ε .

4. On Solutions of the NHCEs

In this section, the NSs of the NHCEs are discussed.
Let us consider the following NHCE with heat generation of non-differentiable type
ε Φ μ , τ τ ε - 2 ε Φ μ , τ μ 2 ε = E ε μ ε , τ > 0 , μ R ,
subject to the initial condition
Φ μ , 0 = E ε μ ε .
We can structure the non-differentiable homotopy in the form:
ε Φ μ , τ τ ε - ε Φ 0 μ , τ τ ε = θ ε 2 ε Φ μ , τ μ 2 ε + E ε μ ε - ε Φ 0 μ , τ τ ε ,
and the solution series with non-differentiable terms is presented as follows:
Φ = j = 0 θ j ε Φ j .
Submitting Equations (18) and (20) into Equation (19), we have
ε τ ε j = 0 θ j ε Φ j μ , τ - ε Φ 0 μ , τ τ ε = θ ε 2 ε μ 2 ε j = 0 θ j ε Φ j μ , τ + E ε μ ε - ε Φ 0 μ , τ τ ε
such that
θ 0 ε : ε Φ 0 μ , τ τ ε - ε Φ 0 μ , τ τ ε = 0 , Φ 0 μ , 0 = E ε μ ε ,
θ 1 ε : ε Φ 1 μ , τ τ ε = 2 ε Φ 0 μ , τ μ 2 ε + E ε μ ε - ε Φ 0 μ , τ τ ε , Φ 1 μ , 0 = 0 ,
θ 2 ε : ε Φ 2 μ , τ τ ε = 2 ε Φ 1 μ , τ μ 2 ε , Φ 2 μ , 0 = 0 ,
θ 3 ε : ε Φ 3 μ , τ τ ε = 2 ε Φ 2 μ , τ μ 2 ε , Φ 3 μ , 0 = 0 ,
θ 4 ε : ε Φ 4 μ , τ τ ε = 2 ε Φ 3 μ , τ μ 2 ε , Φ 4 μ , 0 = 0
and so on.
Solving above systems, we present
Φ 0 μ , τ = E ε μ ε ,
Φ 1 μ , τ = 2 τ ε Γ 1 + ε E ε μ ε ,
Φ 2 μ , τ = 2 τ 2 ε Γ 1 + 2 ε E ε μ ε ,
Φ 3 μ , τ = 2 τ 3 ε Γ 1 + 3 ε E ε μ ε ,
Φ 4 μ , τ = 2 τ 4 ε Γ 1 + 4 ε E ε μ ε
and so on.
When θ 1 , from Equation (20) we obtain
Φ μ , τ = j = 0 Φ j μ , τ (32) = 2 E ε μ ε τ ε Γ 1 + ε + τ 2 ε Γ 1 + 2 ε + τ 3 ε Γ 1 + 3 ε + τ 4 ε Γ 1 + 4 ε + . . . + E ε μ ε .
Using Equation (32), we obtain the NS in closed form
Φ μ , τ = E ε μ ε 2 j = 0 τ j ε Γ 1 + j ε - 1 = E ε μ ε 2 E ε τ ε - 1
and the corresponding plot with fractal dimension ε = ln 2 / ln 3 is shown in Figure 1.
Figure 1. The solution for non-homogeneous heat conduction equation (NHCE) with heat generation of non-differentiable type when ε = ln 2 / ln 3 .
Figure 1. The solution for non-homogeneous heat conduction equation (NHCE) with heat generation of non-differentiable type when ε = ln 2 / ln 3 .
Entropy 17 06753 g001
We consider the following NHCE with heat sink of non-differentiable type
ε Φ μ , τ τ ε - 2 ε Φ μ , τ μ 2 ε = - cos ε μ ε , τ > 0 , μ R ,
subject to the initial condition
Φ μ , 0 = sin ε μ ε .
The non-differentiable homotopy is defined as follows:
ε Φ μ , τ τ ε - ε Φ 0 μ , τ τ ε = θ ε 2 ε Φ μ , τ μ 2 ε - cos ε μ ε - ε Φ 0 μ , τ τ ε .
The solution series with non-differentiable terms takes the form:
Φ = j = 0 θ j ε Φ j .
Submitting Equations (18) and (20) into Equation (19), we obtain
ε τ ε j = 0 θ j ε Φ j μ , τ - ε Φ 0 μ , τ τ ε = θ ε 2 ε μ 2 ε j = 0 θ j ε Φ j μ , τ - cos ε μ ε - ε Φ 0 μ , τ τ ε .
Due to Equation (38), we can structure a set of local fractional partial differential equations
θ 0 ε : ε Φ 0 μ , τ τ ε - ε Φ 0 μ , τ τ ε = 0 , Φ 0 μ , 0 = sin ε μ ε ,
θ 1 ε : ε Φ 1 μ , τ τ ε = 2 ε Φ 0 μ , τ μ 2 ε - cos ε μ ε - ε Φ 0 μ , τ τ ε , Φ 1 μ , 0 = 0 ,
θ 2 ε : ε Φ 2 μ , τ τ ε = 2 ε Φ 1 μ , τ μ 2 ε , Φ 2 μ , 0 = 0 ,
θ 3 ε : ε Φ 3 μ , τ τ ε = 2 ε Φ 2 μ , τ μ 2 ε , Φ 3 μ , 0 = 0 ,
θ 4 ε : ε Φ 4 μ , τ τ ε = 2 ε Φ 3 μ , τ μ 2 ε , Φ 4 μ , 0 = 0
and so on.
Solving above systems, we obtain
Φ 0 μ , τ = sin ε μ ε ,
Φ 1 μ , τ = - τ ε Γ 1 + ε sin ε μ ε + cos ε μ ε ,
Φ 2 μ , τ = τ 2 ε Γ 1 + 2 ε sin ε μ ε + cos ε μ ε ,
Φ 3 μ , τ = - τ 3 ε Γ 1 + 3 ε sin ε μ ε + cos ε μ ε ,
Φ 4 μ , τ = τ 4 ε Γ 1 + 4 ε sin ε μ ε + cos ε μ ε
and so on.
When θ 1 , with the help of Equation (37), we have
Φ μ , τ = j = 0 Φ j μ , τ (49) = sin ε μ ε + j = 1 ( - 1 ) j τ j ε Γ 1 + j ε sin ε μ ε + cos ε μ ε .
In view of Equation (49), we have the NS in closed form
Φ μ , τ = j = 0 ( - 1 ) j τ j ε Γ 1 + j ε sin ε μ ε + cos ε μ ε - cos ε μ ε (50) = E ε - τ ε sin ε μ ε + cos ε μ ε - cos ε μ ε .
and the corresponding graph with fractal dimension ε = ln 2 / ln 3 is illustrated in Figure 2.
Figure 2. The solution for non-homogeneous heat conduction equation (NHCE) with heat sink of non-differentiable type when ε = ln 2 / ln 3 .
Figure 2. The solution for non-homogeneous heat conduction equation (NHCE) with heat sink of non-differentiable type when ε = ln 2 / ln 3 .
Entropy 17 06753 g002

5. Discussion

In order to present the novel technology, we will discuss comparison between the NHCE and HHCE.
The HHCE (local fractional diffusion equation [29]) in fractal domain
ε Φ μ , τ τ ε - 2 ε Φ μ , τ μ 2 ε = 0
is considered. The initial value condition (IVC) of Equation (51) is presented as follows [29]:
Φ μ , 0 = E ε μ ε .
The corresponding NS for the HHCE is presented as follows [29]:
Φ μ , τ = E ε μ ε E ε τ ε .
Owing to the above, the comparative results for the NHCE and HHCE with the NSs are listed in Table 2.
Table 2. The comparative results for the HHCE and NHCE.
Table 2. The comparative results for the HHCE and NHCE.
PDEsNSs
HHCE ε Φ μ , τ τ ε - 2 ε Φ μ , τ μ 2 ε = 0 Φ μ , τ = E ε μ ε E ε τ ε
NHCE ε Φ μ , τ τ ε - 2 ε Φ μ , τ μ 2 ε = E ε μ ε Φ μ , τ = E ε μ ε 2 E ε τ ε - 1
IVCs Φ μ , 0 = E ε μ ε Φ μ , 0 = E ε μ ε
The comparative results for the NHCE and HHCE with initial value condition (IVCs) are depicted in Figure 3.
Figure 3. The non-differentiable solutions (NSs) for the homogeneous heat conduction equation (HHCE) and non-homogeneous heat conduction equation (NHCE).
Figure 3. The non-differentiable solutions (NSs) for the homogeneous heat conduction equation (HHCE) and non-homogeneous heat conduction equation (NHCE).
Entropy 17 06753 g003
When changing the fractal dimension from ln 2 / ln 3 to 1, we have the conversational NHCE in the form
Φ μ , τ τ - 2 Φ μ , τ μ 2 = exp μ
with the initial condition
Φ μ , 0 = exp μ ,
and the corresponding solution is written as follows:
Φ μ , τ = exp μ 2 exp τ - 1 .
The comparison between the HHCEs with LFDO and conversational differential operator (CDO) is represented in Figure 4.
Figure 4. The comparison between the homogeneous heat conduction equations (HHCEs) within the different operators.
Figure 4. The comparison between the homogeneous heat conduction equations (HHCEs) within the different operators.
Entropy 17 06753 g004

6. Conclusions

In our work we have utilized the local fractional homotopy perturbation method to implement the NHECs with the help of the local fractional time- and space-derivatives. The NSs for NHECs were presented and their charts of the special functions defined on Cantor sets with fractal dimension ε = ln 2 / ln 3 were displayed. The comparative results for the NHCE and HHCE were also discussed. The results illustrate the efficiency of the technology to solve the local fractional differentiable equations.

Author Contributions

All authors common finished the manuscript. All authors have read and approved the final manuscript.

Conflicts of Interest

The authors declare no conflict of interest.

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MDPI and ACS Style

Zhang, Y.; Cattani, C.; Yang, X.-J. Local Fractional Homotopy Perturbation Method for Solving Non-Homogeneous Heat Conduction Equations in Fractal Domains. Entropy 2015, 17, 6753-6764. https://doi.org/10.3390/e17106753

AMA Style

Zhang Y, Cattani C, Yang X-J. Local Fractional Homotopy Perturbation Method for Solving Non-Homogeneous Heat Conduction Equations in Fractal Domains. Entropy. 2015; 17(10):6753-6764. https://doi.org/10.3390/e17106753

Chicago/Turabian Style

Zhang, Yu, Carlo Cattani, and Xiao-Jun Yang. 2015. "Local Fractional Homotopy Perturbation Method for Solving Non-Homogeneous Heat Conduction Equations in Fractal Domains" Entropy 17, no. 10: 6753-6764. https://doi.org/10.3390/e17106753

APA Style

Zhang, Y., Cattani, C., & Yang, X. -J. (2015). Local Fractional Homotopy Perturbation Method for Solving Non-Homogeneous Heat Conduction Equations in Fractal Domains. Entropy, 17(10), 6753-6764. https://doi.org/10.3390/e17106753

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