Numerical Differentiation using Newtons Methods (EE-313, Eastern Visayas State University), Quizzes of Mathematics

The problem statement and solutions for finding population growth rate using numerical differentiation with Newtons Forward Difference, Newtons Backward Difference, and Newtons Divided Difference methods. Students of the BSEE-3B course at Eastern Visayas State University can use this information for their assignments and exams.

Typology: Quizzes

2021/2022

Uploaded on 12/21/2022

bennjamin
bennjamin 🇵🇭

5 documents

1 / 7

Toggle sidebar

This page cannot be seen from the preview

Don't miss anything!

bg1
Republic of the Philippines
EASTERN VISAYAS STATE UNIVERSITY
Tacloban City
COLLEGE OF ENGINEERING
EE DEPARTMENT
ASSIGNMENT NO.7
EE-313
Numerical Methods and Analysis
Name: Brixson S. Lajara Date: DECEMBER 7, 2022
Course/Year & Section: BSEE-3B Instructor: ENGR. JAY JIMENEZ
1.) Construct a problem and solution set on Numerical Differentiation with
the ff methods:
The population in Brgy. 50A Young Field vs the estimation of population
in year 2015
a.) Newtons Forward Difference (10pts.)
1. Using Newton's Forward Difference formula to find solution
x
f(x)
2001
52
2003
54
2005
60
2007
67
2009
71
x = 2008
Solution:
Numerical differentiation method to find solution.
The value of table for x and y
x
2001
2003
2005
2007
2009
y
52
54
60
67
71
Newton's forward differentiation table is
x
y
Δy
Δ4y
2001
52
2
pf3
pf4
pf5

Partial preview of the text

Download Numerical Differentiation using Newtons Methods (EE-313, Eastern Visayas State University) and more Quizzes Mathematics in PDF only on Docsity!

Republic of the Philippines EASTERN VISAYAS STATE UNIVERSITY Tacloban City COLLEGE OF ENGINEERING EE DEPARTMENT ASSIGNMENT NO.

EE- Numerical Methods and Analysis

Name: Brixson S. Lajara Date: DECEMBER 7, 2022 Course/Year & Section: BSEE-3B Instructor: ENGR. JAY JIMENEZ

1.) Construct a problem and solution set on Numerical Differentiation with

the ff methods:

The population in Brgy. 50A Young Field vs the estimation of population

in year 2015

a.) Newtons Forward Difference (10pts.)

1. Using Newton's Forward Difference formula to find solution x f(x) 2001 52 2003 54 2005 60 2007 67 2009 71

x = 2008

Solution: Numerical differentiation method to find solution. The value of table for x and y

x 2001 2003 2005 2007 2009 y 52 54 60 67 71

Newton's forward differentiation table is x y Δ y Δ 2 y Δ 3 y Δ 4 y 2001 52 2

The value of x at you want to find f ( x ): x -1=

h = x 1 - x 0 =2003-2001=

t = x 0 -2001 h =2008-20012=3.

[ dydx ] x = x 0 =1 h ⋅(Δ y 0 +2 t -12!⋅Δ 2 y 0 +3 t 2 -6 t +23!⋅Δ 3 y 0 +4 t 3 -18 t 2 +22 t -64!⋅Δ 4 y 0 )

∴[ dydx ] x =2008=12⋅(2+2⋅3.5-12×4+3⋅3.5 2 -6⋅3.5+26×-3+4⋅3.5 3 -

18 ⋅3.5 2 +22⋅3.5-624×-1)

∴[ dydx ] x =2008=12⋅(2+62×4+17.756×-3+2224×-1)

∴[ dydx ] x =2008=2.

[ d 2 ydx 2 ] x = x 0 =1 h 2 ⋅(Δ 2 y 0 +( t -1)⋅Δ 3 y 0 +12 t 2 -36 t +2224⋅Δ 4 y 0 )

The value of x at you want to find f ( x ): xn =

h = x 1 - x 0 =2003-2001=

t = xn -2009 h =2008-20092=-0.

[ dydx ] x = xn =1 h ⋅(∇ yn +2 t +12⋅∇ 2 yn +3 t 2 +6 t +26⋅∇ 3 yn +4 t 3 +18 t 2 +22 t +624⋅∇ 4 yn

∴[ dydx ] x =2008=12×(4+2⋅(-0.5)+12×-3+3⋅(-0.5) 2 +6⋅(-0.5)+26×-4+4⋅(-

0.5) 3 +18⋅(-0.5) 2 +22⋅(-0.5)+624×-1)

∴[ dydx ] x =2008=12×(4+02×-3+-0.256×-4+-124×-1)

∴[ dydx ] x =2008=2.

[ d 2 ydx 2 ] x = xn =1 h 2 ⋅(∇ 2 yn +( t +1)⋅∇ 3 yn +12 t 2 +36 t +2224⋅∇ 4 yn )

∴[ d 2 ydx 2 ] x =2008=14⋅(-3+((-0.5)+1)×-4+12⋅(-0.5) 2 +36⋅(-0.5)+2224×-1)

∴[ d 2 ydx 2 ] x =2008=14⋅(-3+0.5×-4+724×-1)

∴[ d 2 ydx 2 ] x =2008=-1.

Pn ′(2008)=2.1042 and Pn ′′(2008)=-1.

c.) Newtons Divided Difference(10pts.)

1. Using Newton's Divided Difference formula to find solution x f(x) 2001 52 2003 54 2005 60 2007 67 2009 71

x = 2008

Solution: The value of table for x and y

x 2001 2003 2005 2007 2009

y 52 54 60 67 71

Numerical divided differences method to find solution

Newton's divided difference table is

62750.224 x 2 +83834229.625 x -42000896750.2734)

f ( x )=-0.0026 x 4 +20.8125 x 3 -62374.1615 x 2 +83079977.1875 x -41496641821.

Now, differentiate with x f ′( x )=-0.0104 x 3 +62.4375 x 2 -124748.3229 x +83079977.

f ′′( x )=-0.0312 x 2 +124.875 x -124748.

Now, substitute x =

f ′(2008)=-0.0104×2008 3 +62.4375×2008 2 - 124748.3229×2008+83079977.1875=2.

f ′′(2008)=-0.0312×2008 2 +124.875×2008-124748.3229=-1.