Numerical Methods Bracketing method
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Transcript of Numerical Methods Bracketing method
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE)
Roots: Bracketing Methods
Ronald M. Pascual, Ph.D.
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE)
Roots Problems in Engineering
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Where:v = downward vertical velocity (m/s),t = time (s),g = the acceleration due to gravity (=9.81 m/s2),cd = a lumped drag coefficient (kg/m),m = the jumpers mass (kg)
Recall the bungee jumper model:
Problem: Given all other variables and parameters,how to solve for mass, m??
Fact: You cannot manipulate this equation to explicitly solve for m!
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE)
Two Major Classes of Root-
Finding Methods
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1.) Bracketing methods
based on two initial guesses that
bracket the root
2.) Open methods can involve one or more initial guesses,
but there is no need for them to bracket the
root
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE)
Incremental Search
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Value of m thatmakes thefunction equal tozero?
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE) 5
Incremental Search
Illustration of a number of
general ways that a root mayoccur in an interval prescribedby a lower boundxl andan upper boundxu . Parts (a)and (c) indicate that if bothf (xl ) and f (xu) have the
same sign, either there willbe no roots or there will be aneven number of rootswithin the interval. Parts (b)and (d) indicate that if thefunction has different signs at
the end points, there willbe an odd number of roots inthe interval.
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE) 6
Incremental Search
In general, if f (x) is real and continuous in theinterval fromxl to xu and f (xl ) and f (xu) haveopposite signs, that is,
f (xl ) f (xu) < 0
then there is at least one real root betweenxl andxu.
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE)
Bisection Method
Incremental search method in which the intervalis always divided in half. That is,
xr = (xl + xu) / 2
If a function changes sign over an interval, the
function value at the midpoint is evaluated
The location of the root is then determined as
lying within the subinterval where the sign
change occurs The process is repeated until the root is known
to the required precision.
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE)
Bisection Method
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE)
Problem Use bisection method to solve for mass, m, in the
bungee jumper mathematical model. Assumev=36, t=4, g=9.81 and cd=0.25. Use initial
guesses of xl=50 and xu=200. Tabulate the
values for xl, xu, xr, and the approximate percent
relative error for each iteration. Note also the
signs of f(xl), f(xu) and f(xr). Use a stopping
criterion of s = 0.5%.
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE)
Solution
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE)
FALSE POSITION
(also called the linear interpolationmethod)
locates the root by joining f(xl ) and f(xu)
with a line The intersection of this line with thex-axis
represents an improved estimate of the
root
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE)
FALSE POSITION
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE)
Problem
Use false position method to solve thesame (previous) problem approached with
bisection method.
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Parameters: v=36, t=4, g=9.81, cd=0.25.Initial guesses: xl=50 and xu=200
Stopping criterion: s = 0.5%.
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Solution
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xl xu xr |Ea|%50.0000 200.0000 176.2773
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE)
Solution
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|Ea|% = |(162.3828-176.2773)/162.3828| x 100% = 8.5566%
xl xu xr |Ea|%50.0000 200.0000 176.277350.0000 176.2773 162.3828 8.5566
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Solution
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xl xu xr |Ea|%50.0000 200.0000 176.2773
50.0000 176.2773 162.3828 8.556650.0000 162.3828 154.2446 5.276250.0000 154.2446 149.4777 3.1890
50.0000 149.4777 146.6856 1.903550.0000 146.6856 145.0501 1.1275
50.0000 145.0501 144.0922 0.6648
50.0000 144.0922 143.5311 0.3909
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FEU Institute of TechnologyElectrical & Electronics Engineering (EEE)
References
Applied Numerical Methods w/MATLAB
for Engineers & Scientist (3rd Edition).
Chapra. 2012.
Numerical Methods for Engineers (6th
Edition). Chapra and Canale. 2010.
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