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In [[mathematics]], an '''integral equation''' is an equation in which an unknown [[function (mathematics)|function]] appears under an [[integral]] sign. There is a close connection between [[differential equation|differential]] and integral equations, and some problems may be formulated either way. See, for example, [[Maxwell's equations]].
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==Overview==
The most basic type of integral equation is called a ''[[Fredholm integral equation|Fredholm equation]] of the first type'':
 
:<math> f(x) = \int \limits_a^b K(x,t)\,\varphi(t)\,dt. </math>
 
The notation follows [[George Arfken|Arfken]].
Here φ is an unknown function,
''f'' is a known function,
and ''K'' is another known function of two variables,
often called the [[Kernel (integral operator)|kernel]] function.
Note that the limits of integration are constant; this is what characterizes a Fredholm equation.
 
If the unknown function occurs both inside and outside of the integral, it is known as a ''Fredholm equation of the second type'':
 
:<math> \varphi(x) =  f(x)+ \lambda \int \limits_a^b K(x,t)\,\varphi(t)\,dt. </math>
 
The parameter &lambda; is an unknown factor,
which plays the same role as the [[eigenvalue]] in [[linear algebra]].
 
If one limit of integration is variable, it is called a [[Volterra integral equation|Volterra equation]].  The following are called ''Volterra equations of the first and second types'', respectively:
 
:<math> f(x) = \int \limits_a^x K(x,t)\,\varphi(t)\,dt </math>
:<math> \varphi(x) = f(x) + \lambda \int \limits_a^x K(x,t)\,\varphi(t)\,dt. </math>
 
In all of the above, if the known function ''f'' is identically zero, it is called a ''homogeneous integral equation''. If ''f'' is nonzero, it is called an ''inhomogeneous integral equation''.
 
==Numerical Solution==
 
It is worth noting that Integral Equations often do not have an analytical solution, and must be solved numerically. An example of this is evaluating the [[EFIE|Electric-Field Integral Equation]] (EFIE) or Magnetic-Field Integral Equation (MFIE) over an arbitrarily shaped object in an electromagnetic scattering problem.
 
One method to solve numerically requires discretizing variables and replacing integral by a quadrature rule
:<math> \sum_{j=1}^n w_j K(s_i,t_j)u(t_j)=f(s_i) </math>
 
for <math>i=0,1,..,n</math>. Then we have a <math>n</math> equations and <math>n</math> variables system. By solving it we get the value of the <math>n</math> variables <math>u(t_0),u(t_1),...,u(t_n)</math>.
 
==Classification==
Integral equations are classified according to three different dichotomies, creating eight different kinds:
 
;Limits of integration
: '''both fixed:''' [[Fredholm equation]]
: '''one variable:''' [[Volterra equation]]
;Placement of unknown function
: '''only inside integral:''' first kind
: '''both inside and outside integral:''' second kind
;Nature of known function ''f''
: '''identically zero:''' homogeneous
: '''not identically zero:''' inhomogeneous
 
Integral equations are important in many applications. Problems in which integral equations are encountered include [[radiative energy transfer]] and the [[oscillation]] of a string, membrane, or axle. Oscillation problems may also be solved as [[differential equations]].
 
Both Fredholm and Volterra equations are linear integral equations, due to the linear behaviour of &phi;(x) under the integral. A nonlinear Volterra integral equation has the general form:
 
:<math> \varphi(x) = f(x) + \lambda \int \limits_a^x K(x,t)\,F(x, t, \varphi(t))\,dt. </math>,
 
where F is a known function.
==Wiener-Hopf integral equations==
<math> y(t) =\lambda x(t)+\int^{\infty}_0 k(t-s)x(s)ds,\quad 0\leq t<\infty </math>,
 
Originally, such equations were studied in connection with problems in radiative transfer, and more recently,
they have been related to the solution of boundary integral equations for planar problems in which the boundary is only piecewise smooth.
 
==Power series solution for integral equations==
 
In many cases if the Kernel of the integral equation is of the form K(xt) and the
[[Mellin transform]] of K(t) exists we can find the solution of the integral equation
 
<math>  g(s)=s \int_{0}^{\infty}dtK(st)f(t) </math> in a form of a power series
 
<math> f(t)= \sum_{n=0}^{\infty}\frac{a_{n}}{M(n+1)}x^{n} </math>  
 
with <math> g(s)= \sum_{n=0}^{\infty}a_{n} s^{-n}  \qquad M(n+1)=\int_{0}^{\infty}dtK(t)t^{n} </math> are the Z-transform of the function g(s) and M(n+1) is the Mellin transform of the Kernel.
 
==Integral equations as a generalization of eigenvalue equations==
 
Certain homogeneous linear integral equations can be viewed as the [[continuum limit]] of [[Eigenvalue, eigenvector and eigenspace|eigenvalue equations]]. Using [[index notation]], an eigenvalue equation can be written as
:<math> \sum _j M_{i,j} v_j = \lambda v_i^{}</math>,
where <math>\mathbf{M}</math> is a matrix, <math>\mathbf{v}</math> is one of its eigenvectors, and <math>\lambda</math> is the associated eigenvalue.
 
Taking the continuum limit, by replacing the discrete indices <math>i</math> and <math>j</math> with continuous variables <math>x</math> and <math>y</math>, gives
:<math> \int \, K(x,y)\varphi(y)\mathrm{d}y = \lambda \varphi(x)</math>,
where the sum over <math>j</math> has been replaced by an integral over <math>y</math> and the matrix <math>M_{i,j}</math> and vector <math>v_i</math> have been replaced by the 'kernel' <math>K(x,y)</math> and the [[eigenfunction]] <math>\varphi(y)</math>. (The limits on the integral are fixed, analogously to the limits on the sum over <math>j</math>.) This gives a linear homogeneous Fredholm equation of the second type.
 
In general, <math>K(x,y)</math> can be a [[Distribution (mathematics)|distribution]], rather than a function in the strict sense. If the distribution <math>K</math> has support only at the point <math>x=y</math>, then the integral equation reduces to a [[Eigenfunction|differential eigenfunction equation]].
 
==See also==
* [[Differential equation]]
 
== References ==
*  Kendall E. Atkinson ''The Numerical Solution of integral Equations of the Second Kind''. Cambridge Monographs on Applied and Computational Mathematics, 1997.
*  George Arfken and Hans Weber. ''Mathematical Methods for Physicists''. Harcourt/Academic Press, 2000.
*  Andrei D. Polyanin and Alexander V. Manzhirov ''Handbook of Integral Equations''. CRC Press, Boca Raton, 1998. ISBN 0-8493-2876-4.
* [[E. T. Whittaker]] and [[G. N. Watson]]. ''A Course of Modern Analysis'' Cambridge Mathematical Library.
*  Jose Javier Garcia Moreta "http://www.prespacetime.com/index.php/pst/issue/view/42 Borel Resummation & the Solution of Integral Equations , power series solution for integral equation with Kernel K(st)
*  M. Krasnov, A. Kiselev, G. Makarenko, ''Problems and Exercises in Integral Equations'', Mir Publishers, Moscow, 1971
*{{Cite book | last1=Press | first1=WH | last2=Teukolsky | first2=SA | last3=Vetterling | first3=WT | last4=Flannery | first4=BP | year=2007 | title=Numerical Recipes: The Art of Scientific Computing | edition=3rd | publisher=Cambridge University Press |  publication-place=New York | isbn=978-0-521-88068-8 | chapter=Chapter 19. Integral Equations and Inverse Theory | chapter-url=http://apps.nrbook.com/empanel/index.html#pg=986}}
 
==External links==
* [http://eqworld.ipmnet.ru/en/solutions/ie.htm Integral Equations: Exact Solutions] at EqWorld: The World of Mathematical Equations.
* [http://eqworld.ipmnet.ru/en/solutions/eqindex/eqindex-ie.htm Integral Equations: Index] at EqWorld: The World of Mathematical Equations.
* {{springer|title=Integral equation|id=p/i051400}}
 
[[Category:Integral equations| ]]

Revision as of 21:43, 12 February 2014

As the foreign exchange market is exceptionally volatile, a mentor can help you navigate the choppy waters of currency trading. A few minutes of research online, should produce plenty of results for forex trading courses. To get started learning forex, you need to learn about the foreign exchange market, which is where all currency trades take place. These courses will teach you the fundamentals of forex trading, but many times, they will also teach you various trade strategies and often set you up with a forex mentor.

In spite of what the forex training videos bring to the table in perspective of making it easier to learn forex for beginners, there are still miles to go before they have been officially approved as the chief training medium.

Rather simply a Forex Robotic is a piece of PC software that you run in your pc at house & that trades the web forex marketplace for you. If you are pondering of getting excited about Currency Forex Online Trading, you will perhaps be thinking about simply what a the Forex market Robot is & the way it works. It in most cases does this just by interfacing with a buying and selling account of some kind - usually those are known as Meta4 buying and selling accounts.

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