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Saddle point

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A point on a smooth surface such that the surface near the point lies on different sides of the tangent plane. If a point on a twice continuously-differentiable surface is a saddle point, then the Gaussian curvature of the surface at the point is non-positive. A saddle point is a generalization of a hyperbolic point.


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A surface all of whose points are saddle points is a saddle surface.

A saddle point of a differentiable function is a point x of the differentiable manifold M which is critical, i.e. \mathrm{d} f (x) = 0, non-degenerate, i.e. the Hessian matrix \left({ \partial^2 f / \partial x^i \partial x^j }\right) is non-singular, and such that x is not a local maximum or a local minimum, i.e. the Hessian matrix is indefinite. Thus, a non-degenerate critical point of f : M \to \mathbf{R} is a saddle point if its index (the number of negative eigenvalues of the Hessian matrix at that point) is \ne 0,\,\dim M. (The index does not depend on the local coordinates chosen.) The graph of a real-valued function of two variables f : \mathbf{R}^2 \to \mathbf{R} near a saddle point looks like a saddle. See also Saddle point in game theory.

A saddle of a differential equation on \mathbf{R}^2 is also often called a saddle point of that differential equation. More generally, given a dynamical system \dot x = f(x) on \mathbf{R}^n (or on a differentiable manifold) one considers the eigenvalues of D F(x_0) at an equilibrium point x_0. If both positive and negative real parts occur, x_0 is called a saddle, a saddle point or, sometimes, a Poincaré saddle point.

References

[a1] M.W. Hirsch, S. Smale, "Differential equations, dynamical systems, and linear algebra" , Acad. Press (1974) pp. 190ff MR0486784 Zbl 0309.34001
[a2] D.R.J. Chillingworth, "Differential topology with a view to applications" , Pitman (1976) pp. 150ff MR0646088 Zbl 0336.58001
How to Cite This Entry:
Saddle point. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Saddle_point&oldid=41585
This article was adapted from an original article by D.D. Sokolov (originator), which appeared in Encyclopedia of Mathematics - ISBN 1402006098. See original article