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Functional derivative
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{{Short description|Concept in calculus of variation}} In the [[calculus of variations]], a field of [[mathematical analysis]], the '''functional derivative''' (or '''variational derivative''')<ref name="GiaquintaHildebrandtP18">{{harvp|Giaquinta|Hildebrandt|1996|p=18}}</ref> relates a change in a [[Functional (mathematics)|functional]] (a functional in this sense is a function that acts on functions) to a change in a [[Function (mathematics)|function]] on which the functional depends. In the calculus of variations, functionals are usually expressed in terms of an [[integral]] of functions, their [[Argument of a function|arguments]], and their [[derivative]]s. In an integrand {{math|''L''}} of a functional, if a function {{math|''f''}} is varied by adding to it another function {{math|''δf''}} that is arbitrarily small, and the resulting integrand is expanded in powers of {{math|''δf''}}, the coefficient of {{math|''δf''}} in the first order term is called the functional derivative. For example, consider the functional <math display="block"> J[f] = \int_a^b L( \, x, f(x), f'{(x)} \, ) \, dx \, , </math> where {{math|''f'' ′(''x'') ≡ ''df''/''dx''}}. If {{math|''f''}} is varied by adding to it a function {{math|''δf''}}, and the resulting integrand {{math|''L''(''x'', ''f'' +''δf'', ''f'' ′+''δf'' ′)}} is expanded in powers of {{math|''δf''}}, then the change in the value of {{math|''J''}} to first order in {{math|''δf''}} can be expressed as follows:<ref name="GiaquintaHildebrandtP18" /><ref Group = 'Note'>According to {{Harvp|Giaquinta|Hildebrandt|1996|p=18}}, this notation is customary in [[Physics|physical]] literature.</ref> <math display="block">\begin{align} \delta J &= \int_a^b \left( \frac{\partial L}{\partial f} \delta f(x) + \frac{\partial L}{\partial f'} \frac{d}{dx} \delta f(x) \right) \, dx \, \\[1ex] &= \int_a^b \left( \frac{\partial L}{\partial f} - \frac{d}{dx} \frac{\partial L}{\partial f'} \right) \delta f(x) \, dx \, + \, \frac{\partial L}{\partial f'} (b) \delta f(b) \, - \, \frac{\partial L}{\partial f'} (a) \delta f(a) \end{align} </math> where the variation in the derivative, {{math|''δf'' ′}} was rewritten as the derivative of the variation {{math|(''δf'') ′}}, and [[integration by parts]] was used in these derivatives.
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