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In
mathematics Mathematics is a field of study that discovers and organizes methods, Mathematical theory, theories and theorems that are developed and Mathematical proof, proved for the needs of empirical sciences and mathematics itself. There are many ar ...
, 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 Function (mathematics), functions and functional (mathematics), functionals, to find maxima and minima of f ...
and theory of
Hilbert spaces In mathematics, a Hilbert space is a real number, real or complex number, complex inner product space that is also a complete metric space with respect to the metric induced by the inner product. It generalizes the notion of Euclidean space. The ...
. Roughly speaking, it states that a smooth enough
function Function or functionality may refer to: Computing * Function key, a type of key on computer keyboards * Function model, a structured representation of processes in a system * Function object or functor or functionoid, a concept of object-orie ...
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 t ...
after a suitable change of coordinates. The Morse–Palais lemma was originally proved in the finite-dimensional case by the
American American(s) may refer to: * American, something of, from, or related to the United States of America, commonly known as the "United States" or "America" ** Americans, citizens and nationals of the United States of America ** American ancestry, p ...
mathematician A mathematician is someone who uses an extensive knowledge of mathematics in their work, typically to solve mathematical problems. Mathematicians are concerned with numbers, data, quantity, mathematical structure, structure, space, Mathematica ...
Marston Morse Harold Calvin Marston Morse (March 24, 1892 – June 22, 1977) was an American mathematician best known for his work on the ''calculus of variations in the large'', a subject where he introduced the technique of differential topology now known a ...
, using the Gram–Schmidt orthogonalization process. This result plays a crucial role in
Morse theory In mathematics, specifically in differential topology, Morse theory enables one to analyze the topology of a manifold by studying differentiable functions on that manifold. According to the basic insights of Marston Morse, a typical differenti ...
. The generalization to Hilbert spaces is due to
Richard Palais Richard Sheldon Palais (born May 22, 1931) is an American mathematician working in differential geometry. Education and career Palais studied at Harvard University, where he obtained a B.A. in 1952, an M.A. in 1954 and a Ph.D. in 1956. His Ph ...
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 faculty ...
.


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 po ...
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 ...
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 or morphism 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 the ...
of H with its
continuous dual space In mathematics, any vector space ''V'' has a corresponding dual vector space (or just dual space for short) consisting of all linear forms on ''V,'' together with the vector space structure of pointwise addition and scalar multiplication by const ...
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 In mathematics, a diffeomorphism is an isomorphism of differentiable manifolds. It is an invertible function that maps one differentiable manifold to another such that both the function and its inverse are continuously differentiable. Definit ...
\varphi : V \to V that is C^k with C^k inverse, and an
invertible In mathematics, the concept of an inverse element generalises the concepts of opposite () and reciprocal () of numbers. Given an operation denoted here , and an identity element denoted , if , one says that is a left inverse of , and that ...
symmetric operator 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 mathematics, mathematical fields of linear algebra and functional analysis, the orthogonal complement of a linear subspace, subspace W of a vector space V equipped with a bilinear form B is the set W^\perp of all vectors in V that are orthog ...
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 spaces Lemmas in mathematical analysis