Morse–Palais Lemma
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mathematics Mathematics is an area of knowledge that includes the topics of numbers, formulas and related structures, shapes and the spaces in which they are contained, and quantities and their changes. These topics are represented in modern mathematics ...
, the Morse–Palais lemma is a result in the
calculus of variations The calculus of variations (or Variational Calculus) is a field of mathematical analysis that uses variations, which are small changes in functions and functionals, to find maxima and minima of functionals: mappings from a set of functions t ...
and theory of Hilbert spaces. Roughly speaking, it states that a smooth enough function near a critical point can be expressed as a
quadratic form In mathematics, a quadratic form is a polynomial with terms all of degree two ("form" is another name for a homogeneous polynomial). For example, :4x^2 + 2xy - 3y^2 is a quadratic form in the variables and . The coefficients usually belong to a ...
after a suitable change of coordinates. The Morse–Palais lemma was originally proved in the finite-dimensional case by the
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Marston Morse, using the Gram–Schmidt orthogonalization process. This result plays a crucial role in Morse theory. The generalization to Hilbert spaces is due to Richard Palais and
Stephen Smale Stephen Smale (born July 15, 1930) is an American mathematician, known for his research in topology, dynamical systems and mathematical economics. He was awarded the Fields Medal in 1966 and spent more than three decades on the mathematics facult ...
.


Statement of the lemma

Let (H, \langle \cdot ,\cdot \rangle) be a real Hilbert space, and let U be an
open neighbourhood In topology and related areas of mathematics, a neighbourhood (or neighborhood) is one of the basic concepts in a topological space. It is closely related to the concepts of open set and interior. Intuitively speaking, a neighbourhood of a p ...
of the origin in H. Let f : U \to \R be a (k+2)-times continuously
differentiable function In mathematics, a differentiable function of one real variable is a function whose derivative exists at each point in its domain. In other words, the graph of a differentiable function has a non-vertical tangent line at each interior point in its ...
with k \geq 1; that is, f \in C^(U; \R). Assume that f(0) = 0 and that 0 is a non-degenerate critical point of f; that is, the second derivative D^2 f(0) defines an
isomorphism In mathematics, an isomorphism is a structure-preserving mapping between two structures of the same type that can be reversed by an inverse mapping. Two mathematical structures are isomorphic if an isomorphism exists between them. The word is ...
of H with its continuous dual space H^* by H \ni x \mapsto \mathrm^2 f(0) (x, -) \in H^*. Then there exists a subneighbourhood V of 0 in U, a diffeomorphism \varphi : V \to V that is C^k with C^k inverse, and an invertible
symmetric operator In mathematics, a self-adjoint operator on an infinite-dimensional complex vector space ''V'' with inner product \langle\cdot,\cdot\rangle (equivalently, a Hermitian operator in the finite-dimensional case) is a linear map ''A'' (from ''V'' to its ...
A : H \to H, such that f(x) = \langle A \varphi(x), \varphi(x) \rangle \quad \text x \in V.


Corollary

Let f : U \to \R be f \in C^ such that 0 is a non-degenerate critical point. Then there exists a C^k-with-C^k-inverse diffeomorphism \psi : V \to V and an
orthogonal decomposition In the mathematical fields of linear algebra and functional analysis, the orthogonal complement of a subspace ''W'' of a vector space ''V'' equipped with a bilinear form ''B'' is the set ''W''⊥ of all vectors in ''V'' that are orthogonal to every ...
H = G \oplus G^, such that, if one writes \psi (x) = y + z \quad \mbox y \in G, z \in G^, then f (\psi(x)) = \langle y, y \rangle - \langle z, z \rangle \quad \text x \in V.


See also

*


References

* {{DEFAULTSORT:Morse-Palais lemma Calculus of variations Hilbert space Lemmas in analysis