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TEAM MEMBERS : 1.DN Vaisnavi (57) 3.Anitha .R(62)
2.Jenanisankari.C(59) 4.Faazna(63)
Founder of Taylor’s Series
Brook Taylor  Brook Taylor was an English mathematician who
is best known for his Taylors series and Taylors
theorem.
 Born : 18 august 1685, England.
 Died : 29 December 1731,London,England .
 He wrote a book called “Methodus
incrementorum directa et inversa”,added a new
branch to higher mathematics now called as
“calculus of finite difference”
Founder’s of RK Method of Fourth order
Runge Kutta  C.Runge and M.W.Kutta are the two German
mathematicians discovered Runge Kutta
method of fouth order ordinary differential
equations
 Runge was known for astronmoical
spectroscopy and kutta for aerodynamics.
 So both decided to work under same domain
called Numerical Analysis which resulted in
“Runge kutta Method”
General Applications of Taylor’s series
and RK method
 The Taylor series method and RK Method is an earliest analytic-
numeric algorithms used for is used for solving initial value problems
for ordinary differential equations.
 RK Method is generally used for analysing equations of motion for
multibody systems with flexible parts, which are fairly stiff, time-
dependent and non-linear functions.
 Taylors series is used to find sum of the series , to evaluate limits and
it is used to approximate polynomial function.
Applications in Biotechnology
 Runge kutta method is used to determine the BioKinetic parameters
in Environmental Biotechnology.
 Both Taylors series and RK method is used for
Numerical Analysis in Biomechanical Modelling.
 Numerical Methods of solving problem has been
Used to design Biomedical Instruments.
Definitions
A differential equation is any equation which contains
derivatives, either ordinary derivatives or partial derivatives.
 a Taylor series is a representation of a function as an infinite
sum of terms that are calculated from the values of the function's
derivatives at a single point.
 A method of numerically integrating ordinary differential
equations by using a trial step at the midpoint of an interval to
cancel out lower-order error terms is called RK Method.
Working Rule for Taylor’s series
𝑑𝑦
𝑑𝑥
= 𝑓 𝑥, 𝑦 , 𝑦( 𝑥0 = 𝑦0
Consider the first order differential equation with initial
conditions ,
𝑦 𝑥0 = 𝑦0
To find y(𝑥1) , y(𝑥2) ………………
𝑑𝑦
𝑑𝑥
= 𝑓 𝑥, 𝑦 , 𝑦 𝑥0 = 𝑦0
Working Rule For Taylors series
 Write the values of f , 𝑥0 , 𝑦0 , 𝑥1 , 𝑥2 from the given equation.
 Differentiating the given equation , to find the derivatives such as
𝑦′
, 𝑦′′
, 𝑦′′′
etc ………..
 Substituting the values of 𝑥0 , 𝑦0 in these derivatives.
 Then find 𝑦0
′
, 𝑦0
′′
, 𝑦0
′′′
…………….
 Find the value of ‘h’ by h = 𝑥1 − 𝑥0 or h = 𝑥2-𝑥1.
Working Rule for Taylors Series
 By Taylor’s method 𝑦1 is given by
substituting 𝑥1 and 𝑦1in the above equation for finding
𝑦1
′
𝑦1
′′
𝑒𝑡𝑐 … … … . . 𝑡ℎ𝑒𝑛 By Taylors method 𝑦2 is given by
𝑦1 = 𝑦0 +
ℎ
1!
𝑦0
′
+
ℎ2
2!
𝑦0
′′
+
ℎ3
3!
𝑦0
′′′
+ ⋯
𝑦2 = 𝑦1 +
ℎ
1!
𝑦1
′
+
ℎ2
2!
𝑦1
′′
+
ℎ3
3!
𝑦1
′′′
+ ⋯
Example 1 Taylors series Method
𝑑𝑦
𝑑𝑥
= 𝑥 + 𝑦 𝑤𝑖𝑡ℎ 𝑦 1 = 0 𝑎𝑛𝑑 𝑔𝑒𝑡 𝑦 1.1 𝑎𝑛𝑑 𝑦 1.2 𝑏𝑦 𝑇𝑎𝑦𝑙𝑜𝑟𝑠 𝑚𝑒𝑡ℎ𝑜𝑑
solution : To find y(1.1)
𝑥0 = 1 𝑦0 = 0 f = (x +y) 𝑥1 = 1.1 𝑥2 = 1.2 h = 𝑥1 - 𝑥0 , h = 0.1
𝑑𝑦
𝑑𝑥
= 𝑥 + 𝑦 , differentiating with respect to x , we get
𝑦′ = x+y 𝑦′′ = 1 +𝑦′
𝑦′′′ = 𝑦′′ sub (𝑥0, 𝑦0) = (0,1) in this eq ,we get 2
𝑦0
′
= 𝑥0 + 𝑦0
=1+0
= 1
Example sum
likewise we get 𝑦0
′′
= 2 , 𝑦0
′′′
= 2
BY Taylors method ,
𝑦1 = 0.1 +
0⋅1
1
1 +
0.1 2
2
2 +
0⋅1 3
6
2 + ⋯
= 0.1103
(𝑥1 , 𝑦1) = (1.1,0.1103)
To find y(1.2):
Substituting (𝑥1 , 𝑦1 ) in equation 2, we get 𝑦1
′
= 1.2103 , 𝑦1
′′
=2.2103 ,𝑦1
′′′
= 2.2103
By Taylors method ,
𝑦2 = 0.1103 +
0.1
1
1.2103 +
0 ⋅ 1 2
2
2.2103 +
0 ⋅ 1 3
0
2.2103 + ⋯
= 0.2464
(𝑥 , 𝑦 ) = (1.2 , 0.2464)
Working Rule for RK Method
To find 𝑦1
𝑑𝑦
𝑑𝑥
= 𝑓 𝑥 , 𝑦 when y(𝑥0) = 𝑦0
The fourth order RK Algorithm is given by,
 𝑘1 = ℎ𝑓(𝑥0, 𝑦0 )
 𝐾2 = ℎ𝑓 𝑥0 +
ℎ
2
, 𝑦0 +
𝑘1
2
 𝑘3 = ℎ𝑓 𝑥0 +
ℎ
2
, 𝑦0 +
𝑘2
2
 𝑘4 = ℎ𝑓(𝑥0 + ℎ , 𝑦0 + 𝑘3)
 ∆𝑦 =
1
6
[𝑘1 + 2𝐾2 + 2𝑘3 + 𝑘4]
 𝑦1 = 𝑦0 + ∆𝑦
To find 𝑦2
𝑑𝑦
𝑑𝑥
= 𝑓 𝑥 , 𝑦 when y(𝑥0) = 𝑦0
The fourth order RK Algorithm is given by,
 𝑘1 = ℎ𝑓(𝑥1, 𝑦1 )
 𝐾2 = ℎ𝑓 𝑥1 +
ℎ
2
, 𝑦1 +
𝑘1
2
 𝑘3 = ℎ𝑓 𝑥1 +
ℎ
2
, 𝑦1 +
𝑘2
2
 𝑘4 = ℎ𝑓(𝑥1 + h , 𝑦1+ 𝑘3)
 ∆𝑦 =
1
6
[𝑘1 + 2𝐾2 + 2𝑘3 + 𝑘4]
 𝑦2 = 𝑦1 + ∆𝑦
Example 2 – RK Method
Apply RK Method of fourth to find y(0.2) given 𝑦′
= x+y , y(0) = 1
Solution:
𝑥0 = 0 𝑦0 = 1 f = (x +y) 𝑥1 = 0.2 h = 𝑥1 - 𝑥0 , h = 0.2
To find y(0.2): (using the Algorithm)
 𝑘1 = 0.2 1
𝑘1 = 0.2
 𝑘2 = 0.2𝑓 0 +
0.2
2
, 1 +
0.2
2
 𝑘2 = 0.2 0.1 + 1.1
 𝑘2 = 0.24
Example 2 – RK Method
 𝑘3 = 0.2𝑓 0 + 0.1 , 1 + 0.12
 𝑘3 = 0.2 0.1 + 1.22
 𝑘3 = 0.244 likewise
 𝑘4 = 0.2888
 ∆𝑦 =
1
6
[𝑘1 + 2𝐾2 + 2𝑘3 + 𝑘4] , ∆𝑦 =
1
6
[0.2+2(0.24)+2(0.244)+0.2888]
 we get ∆𝑦 = 0.2428
 𝑦1 = 𝑦0 + ∆𝑦
 𝑦1 = 1+0.2428
 𝑦1 = 1.2428 , the solution is (0.2 , 1.2428 )
References
Taylor series revisited for numerical methods at Numerical
Methods for the STEM Undergraduate
 https://en.wikipedia.org/wiki/Taylor_series
 www.Mathsworld.com
 https://en.wikipedia.org/wiki/Runge%E2%80%93Kutta_methods

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Taylors series

  • 1. TEAM MEMBERS : 1.DN Vaisnavi (57) 3.Anitha .R(62) 2.Jenanisankari.C(59) 4.Faazna(63)
  • 2. Founder of Taylor’s Series Brook Taylor  Brook Taylor was an English mathematician who is best known for his Taylors series and Taylors theorem.  Born : 18 august 1685, England.  Died : 29 December 1731,London,England .  He wrote a book called “Methodus incrementorum directa et inversa”,added a new branch to higher mathematics now called as “calculus of finite difference”
  • 3. Founder’s of RK Method of Fourth order Runge Kutta  C.Runge and M.W.Kutta are the two German mathematicians discovered Runge Kutta method of fouth order ordinary differential equations  Runge was known for astronmoical spectroscopy and kutta for aerodynamics.  So both decided to work under same domain called Numerical Analysis which resulted in “Runge kutta Method”
  • 4. General Applications of Taylor’s series and RK method  The Taylor series method and RK Method is an earliest analytic- numeric algorithms used for is used for solving initial value problems for ordinary differential equations.  RK Method is generally used for analysing equations of motion for multibody systems with flexible parts, which are fairly stiff, time- dependent and non-linear functions.  Taylors series is used to find sum of the series , to evaluate limits and it is used to approximate polynomial function.
  • 5. Applications in Biotechnology  Runge kutta method is used to determine the BioKinetic parameters in Environmental Biotechnology.  Both Taylors series and RK method is used for Numerical Analysis in Biomechanical Modelling.  Numerical Methods of solving problem has been Used to design Biomedical Instruments.
  • 6. Definitions A differential equation is any equation which contains derivatives, either ordinary derivatives or partial derivatives.  a Taylor series is a representation of a function as an infinite sum of terms that are calculated from the values of the function's derivatives at a single point.  A method of numerically integrating ordinary differential equations by using a trial step at the midpoint of an interval to cancel out lower-order error terms is called RK Method.
  • 7. Working Rule for Taylor’s series 𝑑𝑦 𝑑𝑥 = 𝑓 𝑥, 𝑦 , 𝑦( 𝑥0 = 𝑦0 Consider the first order differential equation with initial conditions , 𝑦 𝑥0 = 𝑦0 To find y(𝑥1) , y(𝑥2) ……………… 𝑑𝑦 𝑑𝑥 = 𝑓 𝑥, 𝑦 , 𝑦 𝑥0 = 𝑦0
  • 8. Working Rule For Taylors series  Write the values of f , 𝑥0 , 𝑦0 , 𝑥1 , 𝑥2 from the given equation.  Differentiating the given equation , to find the derivatives such as 𝑦′ , 𝑦′′ , 𝑦′′′ etc ………..  Substituting the values of 𝑥0 , 𝑦0 in these derivatives.  Then find 𝑦0 ′ , 𝑦0 ′′ , 𝑦0 ′′′ …………….  Find the value of ‘h’ by h = 𝑥1 − 𝑥0 or h = 𝑥2-𝑥1.
  • 9. Working Rule for Taylors Series  By Taylor’s method 𝑦1 is given by substituting 𝑥1 and 𝑦1in the above equation for finding 𝑦1 ′ 𝑦1 ′′ 𝑒𝑡𝑐 … … … . . 𝑡ℎ𝑒𝑛 By Taylors method 𝑦2 is given by 𝑦1 = 𝑦0 + ℎ 1! 𝑦0 ′ + ℎ2 2! 𝑦0 ′′ + ℎ3 3! 𝑦0 ′′′ + ⋯ 𝑦2 = 𝑦1 + ℎ 1! 𝑦1 ′ + ℎ2 2! 𝑦1 ′′ + ℎ3 3! 𝑦1 ′′′ + ⋯
  • 10. Example 1 Taylors series Method 𝑑𝑦 𝑑𝑥 = 𝑥 + 𝑦 𝑤𝑖𝑡ℎ 𝑦 1 = 0 𝑎𝑛𝑑 𝑔𝑒𝑡 𝑦 1.1 𝑎𝑛𝑑 𝑦 1.2 𝑏𝑦 𝑇𝑎𝑦𝑙𝑜𝑟𝑠 𝑚𝑒𝑡ℎ𝑜𝑑 solution : To find y(1.1) 𝑥0 = 1 𝑦0 = 0 f = (x +y) 𝑥1 = 1.1 𝑥2 = 1.2 h = 𝑥1 - 𝑥0 , h = 0.1 𝑑𝑦 𝑑𝑥 = 𝑥 + 𝑦 , differentiating with respect to x , we get 𝑦′ = x+y 𝑦′′ = 1 +𝑦′ 𝑦′′′ = 𝑦′′ sub (𝑥0, 𝑦0) = (0,1) in this eq ,we get 2 𝑦0 ′ = 𝑥0 + 𝑦0 =1+0 = 1
  • 11. Example sum likewise we get 𝑦0 ′′ = 2 , 𝑦0 ′′′ = 2 BY Taylors method , 𝑦1 = 0.1 + 0⋅1 1 1 + 0.1 2 2 2 + 0⋅1 3 6 2 + ⋯ = 0.1103 (𝑥1 , 𝑦1) = (1.1,0.1103) To find y(1.2): Substituting (𝑥1 , 𝑦1 ) in equation 2, we get 𝑦1 ′ = 1.2103 , 𝑦1 ′′ =2.2103 ,𝑦1 ′′′ = 2.2103 By Taylors method , 𝑦2 = 0.1103 + 0.1 1 1.2103 + 0 ⋅ 1 2 2 2.2103 + 0 ⋅ 1 3 0 2.2103 + ⋯ = 0.2464 (𝑥 , 𝑦 ) = (1.2 , 0.2464)
  • 12. Working Rule for RK Method To find 𝑦1 𝑑𝑦 𝑑𝑥 = 𝑓 𝑥 , 𝑦 when y(𝑥0) = 𝑦0 The fourth order RK Algorithm is given by,  𝑘1 = ℎ𝑓(𝑥0, 𝑦0 )  𝐾2 = ℎ𝑓 𝑥0 + ℎ 2 , 𝑦0 + 𝑘1 2  𝑘3 = ℎ𝑓 𝑥0 + ℎ 2 , 𝑦0 + 𝑘2 2  𝑘4 = ℎ𝑓(𝑥0 + ℎ , 𝑦0 + 𝑘3)  ∆𝑦 = 1 6 [𝑘1 + 2𝐾2 + 2𝑘3 + 𝑘4]  𝑦1 = 𝑦0 + ∆𝑦 To find 𝑦2 𝑑𝑦 𝑑𝑥 = 𝑓 𝑥 , 𝑦 when y(𝑥0) = 𝑦0 The fourth order RK Algorithm is given by,  𝑘1 = ℎ𝑓(𝑥1, 𝑦1 )  𝐾2 = ℎ𝑓 𝑥1 + ℎ 2 , 𝑦1 + 𝑘1 2  𝑘3 = ℎ𝑓 𝑥1 + ℎ 2 , 𝑦1 + 𝑘2 2  𝑘4 = ℎ𝑓(𝑥1 + h , 𝑦1+ 𝑘3)  ∆𝑦 = 1 6 [𝑘1 + 2𝐾2 + 2𝑘3 + 𝑘4]  𝑦2 = 𝑦1 + ∆𝑦
  • 13. Example 2 – RK Method Apply RK Method of fourth to find y(0.2) given 𝑦′ = x+y , y(0) = 1 Solution: 𝑥0 = 0 𝑦0 = 1 f = (x +y) 𝑥1 = 0.2 h = 𝑥1 - 𝑥0 , h = 0.2 To find y(0.2): (using the Algorithm)  𝑘1 = 0.2 1 𝑘1 = 0.2  𝑘2 = 0.2𝑓 0 + 0.2 2 , 1 + 0.2 2  𝑘2 = 0.2 0.1 + 1.1  𝑘2 = 0.24
  • 14. Example 2 – RK Method  𝑘3 = 0.2𝑓 0 + 0.1 , 1 + 0.12  𝑘3 = 0.2 0.1 + 1.22  𝑘3 = 0.244 likewise  𝑘4 = 0.2888  ∆𝑦 = 1 6 [𝑘1 + 2𝐾2 + 2𝑘3 + 𝑘4] , ∆𝑦 = 1 6 [0.2+2(0.24)+2(0.244)+0.2888]  we get ∆𝑦 = 0.2428  𝑦1 = 𝑦0 + ∆𝑦  𝑦1 = 1+0.2428  𝑦1 = 1.2428 , the solution is (0.2 , 1.2428 )
  • 15. References Taylor series revisited for numerical methods at Numerical Methods for the STEM Undergraduate  https://en.wikipedia.org/wiki/Taylor_series  www.Mathsworld.com  https://en.wikipedia.org/wiki/Runge%E2%80%93Kutta_methods