In mathematical analysis, a function of bounded variation, also known as BV function, is a real-valued function whose total variation is bounded (finite): the graph of a function having this property is well behaved in a precise sense. For a continuous function of a single variable, being of bounded variation means that the distance along the direction of the y-axis, neglecting the contribution of motion along x-axis, traveled by a point moving along the graph has a finite value. For a continuous function of several variables, the meaning of the definition is the same, except for the fact that the continuous path to be considered cannot be the whole graph of the given function (which is a hypersurface in this case), but can be every intersection of the graph itself with a hyperplane (in the case of functions of two variables, a plane) parallel to a fixed x-axis and to the y-axis.
Functions of bounded variation are precisely those with respect to which one may find Riemann–Stieltjes integrals of all continuous functions.
Another characterization states that the functions of bounded variation on a compact interval are exactly those f which can be written as a difference g − h, where both g and h are bounded monotone. In particular, a BV function may have discontinuities, but at most countably many.
In the case of several variables, a function f defined on an open subset Ω of is said to have bounded variation if its distributional derivative is a vector-valued finite Radon measure.
One of the most important aspects of functions of bounded variation is that they form an algebra of discontinuous functions whose first derivative exists almost everywhere: due to this fact, they can and frequently are used to define generalized solutions of nonlinear problems involving functionals, ordinary and partial differential equations in mathematics, physics and engineering.
We have the following chains of inclusions for continuous functions over a closed, bounded interval of the real line:
Continuously differentiable ⊆ Lipschitz continuous ⊆ absolutely continuous ⊆ continuous and bounded variation ⊆ differentiable almost everywhere
analysis, a function of boundedvariation, also known as BV function, is a real-valued function whose total variation is bounded (finite): the graph of...
b]. Functions whose total variation is finite are called functions of boundedvariation. The concept of total variation for functions of one real variable...
. A process X {\displaystyle X} is said to have finite variation if it has boundedvariation over every finite time interval (with probability 1). Such...
with boundedvariation over the domain Ω {\displaystyle \Omega } , TV ( Ω ) {\textstyle \operatorname {TV} (\Omega )} is the total variation over the...
Look up bounded in Wiktionary, the free dictionary. Boundedness or bounded may refer to: Bounded rationality, the idea that human rationality in decision-making...
a tempered distribution whose Fourier transform is bounded. To wit, they are all given by bounded Fourier multipliers. If G is a suitable group endowed...
In variational Bayesian methods, the evidence lower bound (often abbreviated ELBO, also sometimes called the variational lower bound or negative variational...
differentiable. Further, if f ( x ) {\displaystyle f(x)} is a function of boundedvariation on the segment [ a , b ] , {\displaystyle [a,b],} and φ ( x ) {\displaystyle...
only depends on f {\displaystyle f} . If f {\displaystyle f} is a boundedvariation function, | f ^ ( n ) | ≤ v a r ( f ) 2 π | n | . {\displaystyle \left|{\widehat...
a Caccioppoli set if its characteristic function is a function of boundedvariation. The basic concept of a Caccioppoli set was first introduced by the...
to a linear time-invariant (LTI) system is stable if every bounded input produces a bounded output. This is equivalent to the absolute convergence of the...
The same therefore applies to an arbitrary bounded linear form μ, so that a function ρ of boundedvariation may be defined by ρ ( x ) = μ ( χ [ a , x ]...
Equivalent formulations include: Bounded discrete-time martingales in B {\displaystyle B} converge a.s. Functions of bounded-variation into B {\displaystyle B}...
convergence of integrals against bounded measurable functions, but this time convergence is uniform over all functions bounded by any fixed constant. This...
with boundedvariation but, as mentioned above, is not absolutely continuous. However, every absolutely continuous function is continuous with bounded variation...
In probability theory and statistics, the coefficient of variation (CV), also known as normalized root-mean-square deviation (NRMSD), percent RMS, and...
semicontinuous functions, Riemann-integrable functions, and functions of boundedvariation are all Lebesgue measurable. A function f : X → C {\displaystyle f:X\to...
Lebesgue–Stieltjes measure, which may be associated to any function of boundedvariation on the real line. The Lebesgue–Stieltjes measure is a regular Borel...
X is a Banach space, then the space BV([0, T]; X) of functions of boundedvariation forms a dense linear subspace of Reg([0, T]; X): R e g ( [ 0 , T ]...