Saddle point - wikipedia Saddle point This article is about the mathematical property. For the peninsula in the Antarctic, see Saddle Point. For the type of landform and general uses of the word Saddle used as a technical term, see Saddle ( landform ). A saddle point ( in red ) on the graph of z = x − y ( hyperbolic paraboloid ) Saddle point between two hills ( the intersection of the figure - eight z ( displaystyle z ) - contour ) In mathematics, a saddle point or minimax point is a point on the surface of the graph of a function where the slopes ( derivatives ) of orthogonal function components defining the surface become zero ( a stationary point ) but are not a local extremum on both axes. The saddle point will always occur at a relative minimum along one axial direction ( between peaks ) and at a relative maximum along the crossing axis. The name derives from the fact that the prototypical example in two dimensions is a surface that curves up in one direction, and curves down in a different direction, resembling a riding saddle or a mountain pass between two peaks forming a landform saddle. In terms of contour lines, a saddle point in two dimensions gives rise to a contour graph or trace that appears to intersect itself -- such conceptually might form a ' figure eight ' around both peaks ; assuming the contour graph is at the very ' specific altitude ' of the saddle point in three dimensions. Contents 1 Mathematical discussion 2 Saddle surface 3 Examples 4 Other uses 5 See also 6 Notes 7 References 8 Further reading Mathematical discussion A simple criterion for checking if a given stationary point of a real - valued function F ( x, y ) of two real variables is a saddle point is to compute the function 's Hessian matrix at that point : if the Hessian is indefinite, then that point is a saddle point. For example, the Hessian matrix of the function z = x 2 − y 2 ( displaystyle z = x ^ ( 2 ) - y ^ ( 2 ) ) at the stationary point ( x, y, z ) = ( 0, 0, 0 ) ( displaystyle ( x, y, z ) = ( 0, 0, 0 ) ) is the matrix ( 2 0 0 − 2 ) ( displaystyle ( \begin ( bmatrix ) 2&0 0& - 2 end ( bmatrix ) ) ) which is indefinite. Therefore, this point is a saddle point. This criterion gives only a sufficient condition. For example, the point ( 0, 0, 0 ) ( displaystyle ( 0, 0, 0 ) ) is a saddle point for the function z = x 4 − y 4, ( displaystyle z = x ^ ( 4 ) - y ^ ( 4 ), ) but the Hessian matrix of this function at the origin is the null matrix, which is not indefinite. In the most general terms, a saddle point for a smooth function ( whose graph is a curve, surface or hypersurface ) is a stationary point such that the curve / surface / etc. in the neighborhood of that point is not entirely on any side of the tangent space at that point. The plot of y = x with a saddle point at 0 In a domain of one dimension, a saddle point is a point which is both a stationary point and a point of inflection. Since it is a point of inflection, it is not a local extremum. Saddle surface Hyperbolic paraboloid A model of an elliptic hyperboloid of one sheet A monkey saddle A saddle surface is a smooth surface containing one or more saddle points. Classical examples of two - dimensional saddle surfaces in the Euclidean space are second order surfaces, the hyperbolic paraboloid z = x 2 − y 2 ( displaystyle z = x ^ ( 2 ) - y ^ ( 2 ) ) ( which is often referred to as `` the saddle surface '' or `` the standard saddle surface '' ) and the hyperboloid of one sheet. The Pringles potato chip or crisp is an everyday example of a hyperbolic paraboloid shape. Saddle surfaces have negative Gaussian curvature which distinguish them from convex / elliptical surfaces which have positive Gaussian curvature. A classical third - order saddle surface is the monkey saddle. Examples In a two - player zero sum game defined on a continuous space, the equilibrium point is a saddle point. For a second - order linear autonomous system, a critical point is a saddle point if the characteristic equation has one positive and one negative real eigenvalue. In optimization subject to equality constraints, the first - order conditions describe a saddle point of the Lagrangian. Other uses In dynamical systems, if the dynamic is given by a differentiable map f then a point is hyperbolic if and only if the differential of ƒ ( where n is the period of the point ) has no eigenvalue on the ( complex ) unit circle when computed at the point. Then a saddle point is a hyperbolic periodic point whose stable and unstable manifolds have a dimension that is not zero. A saddle point of a matrix is an element which is both the largest element in its column and the smallest element in its row. See also Saddle - point method is an extension of Laplace 's method for approximating integrals Extremum Derivative test Hyperbolic equilibrium point Minimax theorem Max -- min inequality Notes Jump up ^ Howard Anton, Irl Bivens, Stephen Davis ( 2002 ) : Calculus, Multivariable Version, p. 844 Jump up ^ Chiang, Alpha C. ( 1984 ). Fundamental Methods of Mathematical Economics ( 3rd ed. ). New York : McGraw - Hill. p. 312. ISBN 0 - 07 - 010813 - 7. Jump up ^ Buck, R. Creighton ( 2003 ). Advanced Calculus ( Third ed. ). Long Grove, IL : Waveland Press. p. 160. ISBN 1 - 57766 - 302 - 0. Jump up ^ von Petersdorff 2006 References Gray, Lawrence F. ; Flanigan, Francis J. ; Kazdan, Jerry L. ; Frank, David H ; Fristedt, Bert ( 1990 ), Calculus two : linear and nonlinear functions, Berlin : Springer - Verlag, p. 375, ISBN 0 - 387 - 97388 - 5 Hilbert, David ; Cohn - Vossen, Stephan ( 1952 ), Geometry and the Imagination ( 2nd ed. ), New York : Chelsea, ISBN 978 - 0 - 8284 - 1087 - 8 von Petersdorff, Tobias ( 2006 ), `` Critical Points of Autonomous Systems '', Differential Equations for Scientists and Engineers ( Math 246 lecture notes ) Widder, D.V. ( 1989 ), Advanced calculus, New York : Dover Publications, p. 128, ISBN 0 - 486 - 66103 - 2 Agarwal, A., Study on the Nash Equilibrium ( Lecture Notes ) Further reading Hilbert, David ; Cohn - Vossen, Stephan ( 1952 ). Geometry and the Imagination ( 2nd ed. ). Chelsea. ISBN 0 - 8284 - 1087 - 9. CS1 maint : Multiple names : authors list ( link ) Wikimedia Commons has media related to Saddle point. Retrieved from `` https://en.wikipedia.org/w/index.php?title=Saddle_point&oldid=790004684 '' Categories : Differential geometry of surfaces Multivariable calculus Stability theory Analytic geometry Hidden categories : CS1 maint : Multiple names : authors list Talk Contents About Wikipedia Català Čeština Dansk Deutsch Español Esperanto Euskara فارسی Français 한국어 Íslenska Italiano עברית Nederlands 日本 語 Norsk Polski Português Русский Српски / srpski Suomi Svenska Українська 中文 Edit links This page was last edited on 11 July 2017, at 00 : 10. Text is available under the Creative Commons Attribution - ShareAlike License ; additional terms may apply. By using this site, you agree to the Terms of Use and Privacy Policy. Wikipedia ® is a registered trademark of the Wikimedia Foundation, Inc., a non-profit organization. About Wikipedia

Question: the what is the extreme point on half of a hyperbola
Answer: saddle point