Wronskian

In mathematics, the Wronskian (or Wrońskian) is a determinant introduced by Józef Hoene-Wroński (1812) and named by Thomas Muir (1882, Chapter XVIII). It is used in the study of differential equations, where it can sometimes show linear independence in a set of solutions.

Definition

The Wronskian of two differentiable functions f  and g is W(f, g) = f g′ – g f′.

More generally, for n real- or complex-valued functions f₁, …, f_n, which are n – 1 times differentiable on an interval I, the Wronskian W(f₁, …, f_n) as a function on I is defined by $$W(f_{1},\ldots ,f_{n})(x)={\begin{vmatrix}f_{1}(x)&f_{2}(x)&\cdots &f_{n}(x)\\f_{1}'(x)&f_{2}'(x)&\cdots &f_{n}'(x)\\\vdots &\vdots &\ddots &\vdots \\f_{1}^{(n-1)}(x)&f_{2}^{(n-1)}(x)&\cdots &f_{n}^{(n-1)}(x)\end{vmatrix}},\quad x\in I.$$

That is, it is the determinant of the matrix constructed by placing the functions in the first row, the first derivative of each function in the second row, and so on through the (n – 1)th derivative, thus forming a square matrix.

When the functions f_i are solutions of a linear differential equation, the Wronskian can be found explicitly using Abel's identity, even if the functions f_i are not known explicitly.

The Wronskian and linear independence

If the functions f_i are linearly dependent, then so are the columns of the Wronskian (since differentiation is a linear operation), and the Wronskian vanishes. Thus, the Wronskian can be used to show that a set of differentiable functions is linearly independent on an interval by showing that it does not vanish identically. It may, however, vanish at isolated points.

A common misconception is that W = 0 everywhere implies linear dependence, but Peano (1889) pointed out that the functions x² and |x| · x have continuous derivatives and their Wronskian vanishes everywhere, yet they are not linearly dependent in any neighborhood of 0. There are several extra conditions that ensure that the vanishing of the Wronskian in an interval implies linear dependence. Maxime Bôcher observed that if the functions are analytic, then the vanishing of the Wronskian in an interval implies that they are linearly dependent. Bôcher (1901) gave several other conditions for the vanishing of the Wronskian to imply linear dependence; for example, if the Wronskian of n functions is identically zero and the n Wronskians of n – 1 of them do not all vanish at any point then the functions are linearly dependent. Wolsson (1989a) gave a more general condition that together with the vanishing of the Wronskian implies linear dependence.

Over fields of positive characteristic p the Wronskian may vanish even for linearly independent polynomials; for example, the Wronskian of x^p and 1 is identically 0.

Application to linear differential equations

In general, for an $n$th order linear differential equation, if $(n-1)$ solutions are known, the last one can be determined by using the Wronskian.

Consider the second order differential equation in Lagrange's notation $$y''=a(x)y'+b(x)y$$ where $a(x)$, $b(x)$ are known. Let us call $y_{1},y_{2}$ the two solutions of the equation and form their Wronskian $$W(x)=y_{1}y'_{2}-y_{2}y'_{1}$$

Then differentiating $W(x)$ and using the fact that $y_{i}$ obey the above differential equation shows that $$W'(x)=aW(x)$$

Therefore, the Wronskian obeys a simple first order differential equation and can be exactly solved: $$W(x)=C~e^{A(x)}$$ where $A'(x)=a(x)$ and $C$ is a constant.

Now suppose that we know one of the solutions, say $y_{2}$. Then, by the definition of the Wronskian, $y_{1}$ obeys a first order differential equation: $$y'_{1}-{\frac {y'_{2}}{y_{2}}}y_{1}=-W(x)/y_{2}$$ and can be solved exactly (at least in theory).

The method is easily generalized to higher order equations.

Generalized Wronskians

For n functions of several variables, a generalized Wronskian is a determinant of an n by n matrix with entries D_i(f_j) (with 0 ≤ i < n), where each D_i is some constant coefficient linear partial differential operator of order i. If the functions are linearly dependent then all generalized Wronskians vanish. As in the single variable case the converse is not true in general: if all generalized Wronskians vanish, this does not imply that the functions are linearly dependent. However, the converse is true in many special cases. For example, if the functions are polynomials and all generalized Wronskians vanish, then the functions are linearly dependent. Roth used this result about generalized Wronskians in his proof of Roth's theorem. For more general conditions under which the converse is valid see Wolsson (1989b).

See also

• Variation of parameters
• Moore matrix, analogous to the Wronskian with differentiation replaced by the Frobenius endomorphism over a finite field.
• Alternant matrix
• Vandermonde matrix

References

• Bôcher, Maxime (1900–1901). "The Theory of Linear Dependence". Annals of Mathematics. 2 (1/4). Princeton University: 81–96. doi:10.2307/2007186. ISSN 0003-486X. JSTOR 2007186.
• Bôcher, Maxime (1901), "Certain cases in which the vanishing of the Wronskian is a sufficient condition for linear dependence" (PDF), Transactions of the American Mathematical Society, 2 (2), Providence, R.I.: American Mathematical Society: 139–149, doi:10.2307/1986214, ISSN 0002-9947, JFM 32.0313.02, JSTOR 1986214
• Bostan, Alin; Dumas, Philippe (2010). "Wronskians and Linear Independence". American Mathematical Monthly. 117 (8). Taylor & Francis: 722–727. arXiv:1301.6598. doi:10.4169/000298910x515785. ISSN 0002-9890. JSTOR 10.4169/000298910x515785. S2CID 9322383.
• Hartman, Philip (1964), Ordinary Differential Equations, New York: John Wiley & Sons, ISBN 978-0-89871-510-1, MR 0171038, Zbl 0125.32102
• Hoene-Wronski, J. (1812), Réfutation de la théorie des fonctions analytiques de Lagrange, Paris
• Muir, Thomas (1882), A Treatise on the Theorie of Determinants., Macmillan, JFM 15.0118.05
• Peano, Giuseppe (1889), "Sur le déterminant wronskien.", Mathesis (in French), IX: 75–76, 110–112, JFM 21.0153.01
• Rozov, N. Kh. (2001) [1994], "Wronskian", Encyclopedia of Mathematics, EMS Press
• Wolsson, Kenneth (1989a), "A condition equivalent to linear dependence for functions with vanishing Wronskian", Linear Algebra and Its Applications, 116: 1–8, doi:10.1016/0024-3795(89)90393-5, ISSN 0024-3795, MR 0989712, Zbl 0671.15005
• Wolsson, Kenneth (1989b), "Linear dependence of a function set of m variables with vanishing generalized Wronskians", Linear Algebra and Its Applications, 117: 73–80, doi:10.1016/0024-3795(89)90548-X, ISSN 0024-3795, MR 0993032, Zbl 0724.15004