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 ...
, a pseudo-monotone operator from a
reflexive Banach space
In mathematics, more specifically in functional analysis, a Banach space (, ) is a complete normed vector space. Thus, a Banach space is a vector space with a metric that allows the computation of vector length and distance between vectors and ...
into 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 ...
is one that is, in some sense, almost as
well-behaved
In mathematics, when a mathematical phenomenon runs counter to some intuition, then the phenomenon is sometimes called pathological. On the other hand, if a phenomenon does not run counter to intuition, it is sometimes called well-behaved or n ...
as a
monotone operator. Many problems 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 ...
can be expressed using operators that are pseudo-monotone, and pseudo-monotonicity in turn implies the existence of solutions to these problems.
Definition
Let (''X'', , , , , ) be a reflexive Banach space. A map ''T'' : ''X'' → ''X''
∗ from ''X'' into its continuous dual space ''X''
∗ is said to be pseudo-monotone if ''T'' is a
bounded operator
In functional analysis and operator theory, a bounded linear operator is a linear transformation L : X \to Y between topological vector spaces (TVSs) X and Y that maps bounded subsets of X to bounded subsets of Y.
If X and Y are normed vector ...
(not necessarily continuous) and if whenever
:
(i.e. ''u''
''j'' converges weakly to ''u'') and
:
it follows that, for all ''v'' ∈ ''X'',
:
Properties of pseudo-monotone operators
Using a very similar proof to that of the
Browder–Minty theorem, one can show the following:
Let (''X'', , , , , ) be a
real, reflexive Banach space and suppose that ''T'' : ''X'' → ''X''
∗ is
bounded,
coercive
Coercion involves compelling a party to act in an involuntary manner through the use of threats, including threats to use force against that party. It involves a set of forceful actions which violate the free will of an individual in order to in ...
and pseudo-monotone. Then, for each
continuous linear functional ''g'' ∈ ''X''
∗, there exists a solution ''u'' ∈ ''X'' of the equation ''T''(''u'') = ''g''.
References
* (Definition 9.56, Theorem 9.57)
{{Functional analysis
Banach spaces
Calculus of variations
Operator theory