The generalized Taylor expansion including a secret auxiliary parameter $h$ which can control and adjust the convergence region of the series is the foundation of the homotopy analysis method proposed by Liao. The secret of $h$ can't be understood in the frame of the homotopy analysis method. This is a serious shortcoming of Liao's method. We solve the problem. Through a detailed study of a simple example, we show that the generalized Taylor expansion is just the usual Taylor's expansion at different point $t_1$. We prove that there is a relationship between $h$ and $t_1$, which reveals the meaning of $h$ and the essence of the homotopy analysis method. As an important example, we study the series solution of the Blasius equation. Using the series expansion method at different points, we obtain the same result with liao's solution given by the homotopy analysis method.
Deep Dive into The essence of the homotopy analysis method.
The generalized Taylor expansion including a secret auxiliary parameter $h$ which can control and adjust the convergence region of the series is the foundation of the homotopy analysis method proposed by Liao. The secret of $h$ can’t be understood in the frame of the homotopy analysis method. This is a serious shortcoming of Liao’s method. We solve the problem. Through a detailed study of a simple example, we show that the generalized Taylor expansion is just the usual Taylor’s expansion at different point $t_1$. We prove that there is a relationship between $h$ and $t_1$, which reveals the meaning of $h$ and the essence of the homotopy analysis method. As an important example, we study the series solution of the Blasius equation. Using the series expansion method at different points, we obtain the same result with liao’s solution given by the homotopy analysis method.
In a series of papers [1][2][3][4][5][6][7][8][9][10][11][12], Liao developed and applied the homotopy analysis method to deal with a lot of nonlinear problems. In 2004, Liao published the book [13] in which he summarized the basic ideas of the homotopy analysis method and gave the details of his approach both in the theory and on a large number of practical examples. The key of his method is the generalized Taylor expansion. We next describe this result. For a given nonlinear differential equation with initial conditions at the point t 0 , we can obtain the power series solution
with the convergence region |t -t 0 | < ρ 0 . Through introducing an approaching function, Liao gives the following so-called generalized Taylor series solution to the nonlinear equation considered,
where the approaching function µ m,n (h) satisfies lim m→∞ µ m,n (h) = 1 when n ≥ 1. Liao points out that the generalized Taylor series provides a way to control and adjust the convergence region through an auxiliary parameter h such that the homotopy analysis method is particularly suitable for problems with strong nonlinearity [3]. However, the mathematical meaning of the parameter h is still unknown. This is a serious shortcoming of the homotopy analysis method.
In the present paper, we point out that the so-called generalized Taylor series at the initial point t 0 is just the usual Taylor expansion of f (t) at another point. Our results give the meaning of h in the generalized Taylor expansion, and also uncover the essence of the homotopy analysis method. We study two examples in detail. Especially, using the series expansion method to solve the Blasius equation, we give the same result with the Liao’s generalized Taylor series solution by the homotopy analysis method.
In the book [13], Liao had studied a simple example f (t) = 1 1+t to illustrate the generalized Taylor series. He gave the following generalized Taylor expansion,
with the convergence region
where
Liao concludes that the series (3) has enlarged the convergence region of the Taylor series of f at the point t = 0 and calls it the generalized Taylor series.
We next analyze the essence of the generalized Taylor expansion in detail. We prove that the above generalized Taylor series (3) is just the usual Taylor expansion at the point t 0 = -1 -1 h . Indeed, the Taylor series of f at the point
with the convergence region |t| < 1. The Taylor series at the point t 0 is
with the convergence region |t -t 0 | < |1 + t 0 |. If we take t 0 = -1 -1 h , the above expression (7) becomes
which is just the generalized Taylor series (3).
When
Correspondingly, the convergence region |t -
Therefore, when t 0 > -1 2 and -1 < t < 1 + 2t 0 , that is, -2 < h < 0 and -1 < t < -1 -2 h = 2 |h| -1, the right side of expression (3) is just the Taylor series of f at the point t 0 = -1 -1 h . From our discussion and computation, it is easy to see that as the Taylor series of f at the point t 0 the convergence region of the series (3) depends on the point t 0 . When t 0 → +∞, that is, h → 0, the convergence region (-1, 2t 0 + 1) of the series (3) becomes (-1, +∞) naturally. In other words, t 0 can be used to control and adjust the convergence region.
Our result gives the meaning of the auxiliary parameter h, and hence uncovers the essence of the generalized Taylor expansion as the kernel of the homotopy analysis method. In general, we have the following conclusion: the generalized Taylor series at the initial point t 0 is only the usual Taylor expansion of f (t) at another point t 1 = (η 0 -t 0 )(1 + 1 h ) + t 0 , where the real number η 0 satisfies |η 0 -t 1 | = |ξ 0 -t 1 |, and ξ 0 is the nearest singular point of f (t) from t 1 . Indeed, let ξ k ( k = 1, 2, • • • ) be all singular points of a function f which is an analytic function at the point t 1 and the convergence radius be ρ
When t 0 belongs to the convergence region of the Taylor expansion of f at the point t 1 , we can represent the Taylor series at the point t 1 by the Taylor series at the point t 0 as follows,
where the approaching function
satisfies lim m→∞ µ m,n (f ; t 0 , t 1 ) = 1. Expression (11) means that the usual Taylor expansion at the point t 1 can be represented by the so-called generalized Taylor expansion at the point t 0 . Let ξ 0 be the nearest singular point from t 1 and h = ξ0-t0 t1-ξ0 , respectively, we have
It is just the convergence region of another generalized Taylor series given by Liao in Ref. [14] where the corresponding approaching function is
(1 + h) k which doesn’t depends on f . This means that these two series have the same convergence region, and hence our Taylor expansion is equivalent to the Liao’s generalized Taylor expansion. If ξ 0 is not a real number, let h = η0-t0 t1-η0 respectively we have t 1 = (η 0 -t 0 )(1 + 1 h ) + t 0 where the real number η 0 satisfies |t 1 -
For example, we take f (t) = 1 1+t 2 and t 0 = 0. Therefore, we have ξ 0 = ±i and η 0 = t 1 ± t 2 1 + 1. In order
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