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In [[mathematics]], a '''Riccati equation''' is any first-order [[ordinary differential equation]] that is [[quadratic function|quadratic]] in the unknown function. In other words, it is an equation of the form
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:<math> y'(x) = q_0(x) + q_1(x) \, y(x) + q_2(x) \, y^2(x) </math>
where <math>q_0(x) \neq 0</math> and <math>q_2(x) \neq 0</math>.   If <math>q_0(x) = 0</math> the equation reduces to a [[Bernoulli differential equation|Bernoulli equation]], while if <math>q_2(x) = 0</math> the equation becomes a first order [[linear ordinary differential equation]].  
 
The equation is named after Count [[Jacopo Francesco Riccati]] (1676&ndash;1754).<ref>Riccati, Jacopo (1724) [http://books.google.com/books?id=UjTw1w7tZsEC&pg=PA66#v=onepage&q&f=false "Animadversiones in aequationes differentiales secundi gradus"] (Observations regarding differential equations of the second order), ''Actorum Eruditorum, quae Lipsiae publicantur, Supplementa'',  '''8''' : 66-73. Translation of the original Latin into English:  [http://www.17centurymaths.com/contents/euler/rictr.pdf by Ian Bruce].</ref>
 
More generally, the term "Riccati equation" is used to refer to matrix equations with an analogous quadratic term, which occur in both continuous-time and discrete-time [[linear-quadratic-Gaussian control]]. The steady-state (non-dynamic) version of these is referred to as the [[algebraic Riccati equation]].
 
== Reduction to a second order linear equation ==
 
The '''non-linear''' Riccati equation can always be reduced to a second order [[linear ordinary differential equation]] (ODE) {{harv|Ince|1956|pp=23–25}}:
If
:<math>y'=q_0(x) + q_1(x)y + q_2(x)y^2\!</math>
then, wherever <math>q_2</math> is non-zero, <math>v=yq_2</math> satisfies a Riccati equation of the form
:<math>v'=v^2 + R(x)v +S(x),\!</math>
where <math>S=q_2q_0</math> and <math>R=q_1+\left(\frac{q_2'}{q_2}\right)</math>, because
:<math>v'=(yq_2)'= y'q_2 +yq_2'=(q_0+q_1 y + q_2 y^2)q_2 + v \frac{q_2'}{q_2}=q_0q_2 +\left(q_1+\frac{q_2'}{q_2}\right) v + v^2.\!</math>
Substituting <math>v=-u'/u</math>, it follows that <math>u</math> satisfies the linear 2nd order ODE
:<math>u''-R(x)u' +S(x)u=0 \!</math>
since
:<math>v'=-(u'/u)'=-(u''/u) +(u'/u)^2=-(u''/u)+v^2\!</math>
so that
:<math>u''/u= v^2 -v'=-S -Rv=-S +Ru'/u\!</math>
and hence
:<math>u'' -Ru' +Su=0.\!</math>
A solution of this equation will lead to a solution <math>y=-u'/(q_2u)</math> of the original Riccati equation.
 
== Application to the Schwarzian equation ==
 
 
An important application of the Riccati equation is to the 3rd order '''Schwarzian''' differential equation
:<math>S(w):=(w''/w')' - (w''/w')^2/2 =f</math>
which occurs in the theory of conformal mapping and univalent functions. In this case the ODEs are in the complex domain and differentiation is with respect to a complex variable. (The [[Schwarzian derivative]] <math>S(w)</math> has the remarkable property that it is invariant under Möbius transformations, i.e. <math>S((aw+b)/(cw+d))=S(w)</math> whenever <math>ad-bc</math> is non-zero.) The function <math>y=w''/w'</math>
satisfies the Riccati equation
:<math>y'=y^2/2 +f.</math>
By the above <math>y=-2u'/u</math> where <math>u</math> is a solution of the linear ODE
:<math>u''+ (1/2) fu=0.</math>
Since <math> w''/w'=-2u'/u</math>, integration gives <math>w'=C /u^2</math>
for some constant <math>C</math>. On the other hand any other independent solution <math>U</math> of the linear ODE 
has constant non-zero Wronskian <math>U'u-Uu'</math> which can be taken to be <math>C</math> after scaling.
Thus
:<math>w'=(U'u-Uu')/u^2=(U/u)'</math>
so that the Schwarzian equation has solution <math>w=U/u.</math>
 
== Obtaining solutions by quadrature ==
 
The correspondence between Riccati equations and second-order linear ODEs has other consequences. For example, if one solution of a 2nd order ODE is known, then it is known that another solution can be obtained by quadrature, i.e., a simple integration. The same holds true for the Riccati equation. In fact, if one particular solution <math>y_1</math> can be found, the general solution is obtained as
:<math> y = y_1 + u </math>
Substituting
:<math> y_1 + u </math>
in the Riccati equation yields
:<math> y_1' + u' = q_0 + q_1 \cdot (y_1 + u) + q_2 \cdot (y_1 + u)^2,</math>
and since
:<math> y_1' = q_0 + q_1 \, y_1 + q_2 \, y_1^2 </math>
:<math> u' = q_1 \, u + 2 \, q_2 \, y_1 \, u + q_2 \, u^2 </math>
or
:<math> u' - (q_1 + 2 \, q_2 \, y_1) \, u = q_2 \, u^2, </math>
which is a [[Bernoulli differential equation|Bernoulli equation]]. The substitution that is needed to solve this Bernoulli equation is
:<math> z =\frac{1}{u} </math>
Substituting
:<math> y = y_1 + \frac{1}{z} </math>
directly into the Riccati equation yields the linear equation
:<math> z' + (q_1 + 2 \, q_2 \, y_1) \, z = -q_2 </math>
A set of solutions to the Riccati equation is then given by
:<math> y = y_1 + \frac{1}{z} </math>
where z is the general solution to the aforementioned linear equation.
 
==See also==
* [[Linear-quadratic regulator]]
* [[Algebraic Riccati equation]]
* [[Matrix  Riccati equation#Mathematical description of the problem and solution]]
 
==External links==
* {{springer|title=Riccati equation|id=p/r081770}}
* [http://eqworld.ipmnet.ru/en/solutions/ode/ode0123.pdf Riccati Equation] at EqWorld: The World of Mathematical Equations.
* [http://mathworld.wolfram.com/RiccatiDifferentialEquation.html Riccati Differential Equation] at [[Mathworld]]
* [http://www.mathworks.com/help/toolbox/control/ref/care.html MATLAB function] for solving continuous-time algebraic Riccati equation.
* [[SciPy]] has functions for solving the [http://docs.scipy.org/doc/scipy/reference/generated/scipy.linalg.solve_continuous_are.html continous algebraic Riccati equation] and the [http://docs.scipy.org/doc/scipy/reference/generated/scipy.linalg.solve_discrete_are.html discrete algebraic Riccati equation].
 
==References==
{{reflist}}
*{{citation|last=Hille|first=Einar|title=Ordinary Differential Equations in the Complex Domain|year=1997|origyear=1976|publisher=Dover Publications|location=New York|isbn=0-486-69620-0}}
*{{citation|last=Ince|first=E. L.|title=Ordinary Differential Equations|year=1956|origyear=1926|publisher=Dover Publications|location=New York}}
*{{citation|last=Nehari|first=Zeev|title=Conformal Mapping|year=1975|origyear=1952|publisher=Dover Publications|location=New York|isbn=0-486-61137-X}}
*{{citation|last1=Polyanin|first1=Andrei D.|last2=Zaitsev|first2=Valentin F.|title=Handbook of Exact Solutions for Ordinary Differential Equations|year=2003|edition=2nd|publisher=Chapman &amp; Hall/CRC|location=Boca Raton, Fla.|isbn=1-58488-297-2}}
*{{citation|last=Zelikin|first=Mikhail I.|title=Homogeneous Spaces and the Riccati Equation in the Calculus of Variations|year=2000|publisher=Springer-Verlag|location=Berlin}}
 
[[Category:Ordinary differential equations]]
[[Category:Equations]]

Latest revision as of 11:59, 23 June 2014

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