variational formulation - significado y definición. Qué es variational formulation
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Qué (quién) es variational formulation - definición

DIFFERENTIAL CALCULUS ON FUNCTION SPACES
Variational methods; Variational calculus; Variational Calculus; Minimum principle; Calculus of variation; Strong extrema; Variational Method; Calculus of Variations; Applications of the calculus of variations; Variational method; Variation calculus; Variational problem; Variational formulation

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
Variational Bayesian methods         
  • Pictorial illustration of coordinate ascent variational inference algorithm by the duality formula<ref name=Yoon2021/>
MATHEMATICAL METHODS USED IN BAYESIAN INFERENCE AND MACHINE LEARNING
Variational bayes; Variational Bayes; Variational Bayesian method; Variational inference; Variational free energy
Variational Bayesian methods are a family of techniques for approximating intractable integrals arising in Bayesian inference and machine learning. They are typically used in complex statistical models consisting of observed variables (usually termed "data") as well as unknown parameters and latent variables, with various sorts of relationships among the three types of random variables, as might be described by a graphical model.
Pharmaceutical formulation         
PROCESS FOR PRODUCING A FINAL MEDICINAL PRODUCT
Formulatation; Drug formulation; Proprietary preparations; Container closure system; Packaging system; Medication formulation
Pharmaceutical formulation, in pharmaceutics, is the process in which different chemical substances, including the active drug, are combined to produce a final medicinal product. The word formulation is often used in a way that includes dosage form.

Wikipedia

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 to the real numbers. Functionals are often expressed as definite integrals involving functions and their derivatives. Functions that maximize or minimize functionals may be found using the Euler–Lagrange equation of the calculus of variations.

A simple example of such a problem is to find the curve of shortest length connecting two points. If there are no constraints, the solution is a straight line between the points. However, if the curve is constrained to lie on a surface in space, then the solution is less obvious, and possibly many solutions may exist. Such solutions are known as geodesics. A related problem is posed by Fermat's principle: light follows the path of shortest optical length connecting two points, which depends upon the material of the medium. One corresponding concept in mechanics is the principle of least/stationary action.

Many important problems involve functions of several variables. Solutions of boundary value problems for the Laplace equation satisfy the Dirichlet's principle. Plateau's problem requires finding a surface of minimal area that spans a given contour in space: a solution can often be found by dipping a frame in soapy water. Although such experiments are relatively easy to perform, their mathematical formulation is far from simple: there may be more than one locally minimizing surface, and they may have non-trivial topology.