In nonlinear analysis, there are many definitions for a tangent cone, including the adjacent cone, Bouligand's contingent cone, and the Clarke tangent cone. These three cones coincide for a convex set, but they can differ on more general sets.
Clarke tangent cone
Let be a nonempty closed subset of the Banach space. The Clarke's tangent cone to at, denoted by consists of all vectors, such that for any sequence tending to zero, and any sequence tending to, there exists a sequence tending to, such that for all holds Clarke's tangent cone is always subset of the corresponding contingent cone. It has the important property of being a closedconvex cone.
Let K be a closed convex subset of a real vector spaceV and ∂K be the boundary of K. The solid tangent cone to K at a point x ∈ ∂K is the closure of the cone formed by all half-lines emanating from x and intersecting K in at least one point y distinct from x. It is a convex cone in V and can also be defined as the intersection of the closed half-spaces of V containing K and bounded by the supporting hyperplanes of K at x. The boundary TK of the solid tangent cone is the tangent cone to K and ∂K at x. If this is an affine subspace of V then the point x is called a smooth point of ∂K and ∂K is said to be differentiable at x and TK is the ordinary tangent space to ∂K at x.
Let X be an affine algebraic variety embedded into the affine space, with defining ideal. For any polynomial f, let be the homogeneous component of f of the lowest degree, the initial term of f, and let be the homogeneous ideal which is formed by the initial terms for all, the initial ideal of I. The tangent cone to X at the origin is the Zariski closed subset of defined by the ideal. By shifting the coordinate system, this definition extends to an arbitrary point of in place of the origin. The tangent cone serves as the extension of the notion of the tangent space to X at a regular point, where X most closely resembles a differentiable manifold, to all of X. For example, the nodal curve is singular at the origin, because both partial derivatives of f = y2 − x3 − x2 vanish at. Thus the Zariski tangent space to C at the origin is the whole plane, and has higher dimension than the curve itself. On the other hand, the tangent cone is the union of the tangent lines to the two branches of C at the origin, Its defining ideal is the principal ideal of k generated by the initial term of f, namely y2 − x2 = 0. The definition of the tangent cone can be extended to abstract algebraic varieties, and even to general Noetherianschemes. Let X be an algebraic variety, x a point of X, and be the local ring of X at x. Then the tangent cone to X at x is the spectrum of the associated graded ring of OX,xwith respect to the m-adic filtration: If we look at our previous example, then we can see that graded pieces contain the same information. So let then if we expand out the associated graded ring we can see that the polynomial defining our variety
