Operational calculus, also known as operational analysis, is a technique by which problems in
analysis
Analysis (: analyses) is the process of breaking a complex topic or substance into smaller parts in order to gain a better understanding of it. The technique has been applied in the study of mathematics and logic since before Aristotle (38 ...
, in particular
differential equations, are transformed into algebraic problems, usually the problem of solving a
polynomial equation
In mathematics, an algebraic equation or polynomial equation is an equation of the form P = 0, where ''P'' is a polynomial with coefficients in some field (mathematics), field, often the field of the rational numbers.
For example, x^5-3x+1=0 is a ...
.
History
The idea of representing the processes of calculus, differentiation and integration, as operators
has a long history that goes back to
Gottfried Wilhelm Leibniz
Gottfried Wilhelm Leibniz (or Leibnitz; – 14 November 1716) was a German polymath active as a mathematician, philosopher, scientist and diplomat who is credited, alongside Sir Isaac Newton, with the creation of calculus in addition to ...
. The mathematician
Louis François Antoine Arbogast
Louis François Antoine Arbogast (4 October 1759 – 8 April 1803) was a French mathematician. He was born at Mutzig in Alsace and died at Strasbourg, where he was professor. He wrote on Series (mathematics), series and the Calculus, derivatives ...
was one of the first to manipulate these symbols independently of the function to which they were applied.
This approach was further developed by
Francois-Joseph Servois who developed convenient notations. Servois was followed by a school of British and Irish mathematicians including
Charles James Hargreave
Charles James Hargreave (4 December 1820 – 23 April 1866) was an English judge and mathematician.
Life
The eldest son of James Hargreave, woollen manufacturer, he was born at Wortley, Leeds, Yorkshire, in December 1820. He was educated a ...
,
George Boole
George Boole ( ; 2 November 1815 – 8 December 1864) was a largely self-taught English mathematician, philosopher and logician, most of whose short career was spent as the first professor of mathematics at Queen's College, Cork in Ireland. H ...
, Bownin, Carmichael, Doukin, Graves, Murphy,
William Spottiswoode and Sylvester.
Treatises describing the application of operator methods to ordinary and partial differential equations were written by Robert Bell Carmichael in 1855 and by Boole in 1859.
This technique was fully developed by the physicist
Oliver Heaviside
Oliver Heaviside ( ; 18 May 1850 – 3 February 1925) was an English mathematician and physicist who invented a new technique for solving differential equations (equivalent to the Laplace transform), independently developed vector calculus, an ...
in 1893, in connection with his work in
telegraphy
Telegraphy is the long-distance transmission of messages where the sender uses symbolic codes, known to the recipient, rather than a physical exchange of an object bearing the message. Thus flag semaphore is a method of telegraphy, whereas pi ...
.
:Guided greatly by intuition and his wealth of knowledge on the physics behind his circuit studies,
eavisidedeveloped the operational calculus now ascribed to his name.
[B. L. Robertson (1935]
Operational Method of Circuit Analysis
Transactions of the American Institute of Electrical Engineers 54(10):1035–45, link from IEEE Explore
IEEE Xplore (stylized as IEEE ''Xplore'') digital library is a research database for discovery and access to journal articles, conference proceedings, technical standards, and related materials on computer science, electrical engineering and elec ...
At the time, Heaviside's methods were not rigorous, and his work was not further developed by mathematicians.
Operational calculus first found applications in
electrical engineering
Electrical engineering is an engineering discipline concerned with the study, design, and application of equipment, devices, and systems that use electricity, electronics, and electromagnetism. It emerged as an identifiable occupation in the l ...
problems, for
the calculation of transients in
linear circuits after 1910, under the impulse of
Ernst Julius Berg,
John Renshaw Carson and
Vannevar Bush
Vannevar Bush ( ; March 11, 1890 – June 28, 1974) was an American engineer, inventor and science administrator, who during World War II, World War II headed the U.S. Office of Scientific Research and Development (OSRD), through which almo ...
.
A rigorous mathematical justification of Heaviside's operational methods came only
after the work of
Bromwich
West Bromwich ( ), commonly known as West Brom, is a market town in the borough of Sandwell, in the county of the West Midlands (county), West Midlands, England. Historic counties of England, Historically part of Staffordshire, it is northwes ...
that related operational calculus with
Laplace transform
In mathematics, the Laplace transform, named after Pierre-Simon Laplace (), is an integral transform that converts a Function (mathematics), function of a Real number, real Variable (mathematics), variable (usually t, in the ''time domain'') to a f ...
ation methods (see the books by Jeffreys, by Carslaw or by MacLachlan for a detailed exposition).
Other ways of justifying the operational methods of Heaviside were introduced in the mid-1920s using
integral equation
In mathematical analysis, integral equations are equations in which an unknown function appears under an integral sign. In mathematical notation, integral equations may thus be expressed as being of the form: f(x_1,x_2,x_3,\ldots,x_n ; u(x_1,x_2 ...
techniques (as done by Carson) or
Fourier transform
In mathematics, the Fourier transform (FT) is an integral transform that takes a function as input then outputs another function that describes the extent to which various frequencies are present in the original function. The output of the tr ...
ation (as done by
Norbert Wiener
Norbert Wiener (November 26, 1894 – March 18, 1964) was an American computer scientist, mathematician, and philosopher. He became a professor of mathematics at the Massachusetts Institute of Technology ( MIT). A child prodigy, Wiener late ...
).
A different approach to operational calculus was developed in the 1930s by Polish mathematician
Jan Mikusiński
Jan Mikusiński (April 3, 1913 – July 27, 1987) was a Polish mathematician based at the University of Wrocław known for his pioneering work in mathematical analysis.
Mikusiński was born in Stanisławów in 1913 and developed an operational c ...
, using algebraic reasoning.
Norbert Wiener laid the foundations for
operator theory
In mathematics, operator theory is the study of linear operators on function spaces, beginning with differential operators and integral operators. The operators may be presented abstractly by their characteristics, such as bounded linear operato ...
in his review of the existential status of the operational calculus in 1926:
Norbert Wiener
Norbert Wiener (November 26, 1894 – March 18, 1964) was an American computer scientist, mathematician, and philosopher. He became a professor of mathematics at the Massachusetts Institute of Technology ( MIT). A child prodigy, Wiener late ...
(1926
The Operational Calculus
Mathematische Annalen
''Mathematische Annalen'' (abbreviated as ''Math. Ann.'' or, formerly, ''Math. Annal.'') is a German mathematical research journal founded in 1868 by Alfred Clebsch and Carl Neumann. Subsequent managing editors were Felix Klein, David Hilbert, ...
95:557, link from Göttingen Digitalisierungszentrum
:The brilliant work of Heaviside is purely heuristic, devoid of even the pretense to mathematical rigor. Its operators apply to electric voltages and currents, which may be discontinuous and certainly need not be analytic. For example, the favorite ''corpus vile'' on which he tries out his operators is
a function which vanishes to the left of the origin and is 1 to the right. This excludes any direct application of the methods of Pincherle…
:Although Heaviside’s developments have not been justified by the present state of the purely mathematical theory of operators, there is a great deal of what we may call experimental evidence of their validity, and they are very valuable to the
electrical engineer
Electrical engineering is an engineering discipline concerned with the study, design, and application of equipment, devices, and systems that use electricity, electronics, and electromagnetism. It emerged as an identifiable occupation in the l ...
s. There are cases, however, where they lead to ambiguous or contradictory results.
Principle
The key element of the operational calculus is to consider
differentiation as an
operator acting on
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 ...
s. Linear differential equations can then be recast in the form of "functions" of the operator acting on the unknown function equaling the known function. Here, is defining something that takes in an operator and returns another operator .
Solutions are then obtained by making the inverse operator of act on the known function. The operational calculus generally is typified by two symbols: the operator , and the
unit function In number theory, the unit function is a completely multiplicative function on the positive integers defined as:
:\varepsilon(n) = \begin 1, & \mboxn=1 \\ 0, & \mboxn \neq 1 \end
It is called the unit function because it is the identity element f ...
. The operator in its use probably is more mathematical than physical, the unit function more physical than mathematical. The operator in the Heaviside calculus initially is to represent the time differentiator . Further, it is desired for this operator to bear the reciprocal relation such that denotes the operation of integration.
[
In electrical circuit theory, one is trying to determine the response of an ]electrical circuit
An electrical network is an interconnection of electrical components (e.g., battery (electricity), batteries, resistors, inductors, capacitors, switches, transistors) or a model of such an interconnection, consisting of electrical elements (e. ...
to an impulse. Due to linearity, it is enough to consider a unit step function , such that if , and if .
The simplest example of application of the operational calculus is to solve: , which gives
From this example, one sees that represents integration. Furthermore iterated integrations is represented by so that
Continuing to treat as if it were a variable,
which can be rewritten by using a geometric series
In mathematics, a geometric series is a series (mathematics), series summing the terms of an infinite geometric sequence, in which the ratio of consecutive terms is constant. For example, 1/2 + 1/4 + 1/8 + 1/16 + ⋯, the series \tfrac12 + \tfrac1 ...
expansion:
Using partial fraction
In algebra, the partial fraction decomposition or partial fraction expansion of a rational fraction (that is, a fraction such that the numerator and the denominator are both polynomials) is an operation that consists of expressing the fraction as ...
decomposition, one can define any fraction in the operator and compute its action on .
Moreover, if the function has a series expansion of the form
it is straightforward to find
Applying this rule, solving any linear differential equation is reduced to a purely algebraic problem.
Heaviside went further and defined fractional power of , thus establishing a connection between operational calculus and fractional calculus
Fractional calculus is a branch of mathematical analysis that studies the several different possibilities of defining real number powers or complex number powers of the differentiation operator D
D f(x) = \frac f(x)\,,
and of the integration ...
.
Using the Taylor expansion
In mathematics, the Taylor series or Taylor expansion of a function is an infinite sum of terms that are expressed in terms of the function's derivatives at a single point. For most common functions, the function and the sum of its Taylor ser ...
, one can also verify the Lagrange–Boole translation formula, , so the operational
calculus is also applicable to finite-difference equation
In mathematics, a recurrence relation is an equation according to which the nth term of a sequence of numbers is equal to some combination of the previous terms. Often, only k previous terms of the sequence appear in the equation, for a parameter ...
s and to electrical engineering problems with delayed signals.
See also
* Calculus of finite differences
A finite difference is a mathematical expression of the form . Finite differences (or the associated difference quotients) are often used as approximations of derivatives, such as in numerical differentiation.
The difference operator, commonly d ...
* Umbral calculus
The term umbral calculus has two related but distinct meanings.
In mathematics, before the 1970s, umbral calculus referred to the surprising similarity between seemingly unrelated polynomial equations and certain shadowy techniques used to prove ...
References
Further sources
During Heaviside's lifetime
* — Some historical references on the precursor work up to Carmichael].
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After Heaviside's death
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External links
*IV Lindel
HEAVISIDE OPERATIONAL RULES APPLICABLE TO ELECTROMAGNETIC PROBLEMS
*Ron Doerfle
Heaviside's Calculus
*Jack Crenshaw essay showing use of operator
More On the Rosetta Stone
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Linear operators
Electrical engineering
Differential equations