Principles of Linear Algebra With Maple The NewtonâRaphson ...
Principles of Linear Algebra With Maple The NewtonâRaphson ...
Principles of Linear Algebra With Maple The NewtonâRaphson ...
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4 Chapter 1. Newton-Raphson Method for a Single Equation> display({plot guess, plotfwithtang, plot xint, plot soln});y2004 4.5 5 5.5x–20Figure 1.2: Tangent line to our polynomial at x = 5Uponinspection<strong>of</strong>Figure1.2, notethatthetangentlineatx = 5crossesthex-axis much closer to our solution near x = 4 than our very rough estimate <strong>of</strong>x = 5forthe placement<strong>of</strong>thistangentline. <strong>The</strong> x-intercept<strong>of</strong>this tangentlineis the solution for x to the tangent line’s equation y = f(5)+ dfdx (5)(x−5) = 0which isx = 5− f(5)dfdx (5)(1.2)= 307 ≈ 4.285714286So x-intercepts <strong>of</strong> tangent lines seem to move you closer to the x-intercepts<strong>of</strong> their function f(x). This is what Raphson saw which Newton did not seebecause Newton forgot to look at the geometry <strong>of</strong> the situation and instead heconcentrated on the algebra.Raphson’s next idea was to try to move even closer to the root <strong>of</strong> f(x) (thex-intercept <strong>of</strong> y = f(x) or solution to f(x) = 0) by repeating the tangent line,but now at the point given by this new value <strong>of</strong> x = 4.285714286 which is thex-intercept <strong>of</strong> the previous tangent line. Let’s do it repeating the above workand see if Raphson was correct to do this. Let’s now call our starting guessnear the root by x 0 = 5 and the x-intercept <strong>of</strong> the tangent line at x = 5 byx 1 = 4.285714286. <strong>The</strong> value <strong>of</strong> x 1 is definitely closer to the root than thestarting guess x 0 .> x0:= 5.:> x1:= x0 - f(x0)/df(x0);x1 := 4.285714286