Optimal control In fields utilizing the
calculus of variations or the related
Pontryagin maximum principle, the transversality condition is frequently used to control the types of solutions found in optimization problems. For example, it is a necessary condition for solution curves to problems of the form: :Minimize \int {F(x, y, y^\prime)} dx where one or both of the endpoints of the curve are not fixed. In many of these problems, the solution satisfies the condition that the solution curve should cross transversally the
nullcline or some other curve describing terminal conditions.
Smoothness of solution spaces Using
Sard's theorem, whose hypothesis is a special case of the transversality of maps, it can be shown that transverse intersections between submanifolds of a space of complementary dimensions or between submanifolds and maps to a space are themselves smooth submanifolds. For instance, if a smooth
section of an oriented manifold's
tangent bundle—i.e. a
vector field—is viewed as a map from the base to the total space, and intersects the zero-section (viewed either as a map or as a submanifold) transversely, then the zero set of the section—i.e. the singularities of the vector field—forms a smooth 0-dimensional submanifold of the base, i.e. a set of signed points. The signs agree with the indices of the vector field, and thus the sum of the signs—i.e. the fundamental class of the zero set—is equal to the Euler characteristic of the manifold. More generally, for a
vector bundle over an oriented smooth closed finite-dimensional manifold, the zero set of a section transverse to the zero section will be a submanifold of the base of codimension equal to the rank of the vector bundle, and its homology class will be
Poincaré dual to the
Euler class of the bundle. An extremely special case of this is the following: if a differentiable function from reals to the reals has nonzero derivative at a zero of the function, then the zero is simple, i.e. it the graph is transverse to the
x-axis at that zero; a zero derivative would mean a horizontal tangent to the curve, which would agree with the tangent space to the
x-axis. For an infinite-dimensional example, the d-bar operator is a section of a certain
Banach space bundle over the space of maps from a
Riemann surface into an
almost-complex manifold. The zero set of this section consists of holomorphic maps. If the d-bar operator can be shown to be transverse to the zero-section, this
moduli space will be a smooth manifold. These considerations play a fundamental role in the theory of
pseudoholomorphic curves and
Gromov–Witten theory. For this example, the definition of transversality has to be refined in order to deal with
Banach spaces. ==Grammar==