Student[NumericalAnalysis][Roots] - numerically approximate the real roots of an expression using an iterative method
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Calling Sequence
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Roots(f, x=[a, b], opts)
Roots(f, [a,b], opts)
Roots(f, x=a, opts)
Roots(f, a, opts)
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Parameters
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f
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algebraic; expression in the variable x representing a continuous function
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x
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name; the independent variable of f
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a
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numeric; in the first two calling sequences, one of two initial approximates to the root; in the remaining calling sequences, the initial approximate root
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b
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numeric; in the first two calling sequences, one of two initial approximates to the root
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opts
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(optional) equation(s) of the form keyword=value, where keyword is one of fixedpointiterator, functionoptions, lineoptions, maxiterations, method, output, pointoptions, showfunction, showlines, showpoints, showverticallines, stoppingcriterion, tickmarks, caption, tolerance, verticallineoptions, view; the options for approximating the roots of f
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Description
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The Roots command numerically approximates the roots of an algebraic function, f, using the specified method and returns the specified outputs.
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See method in the Options section to see which methods require one initial approximate (and hence the last two calling sequences) and which methods require a pair of initial approximates (and hence the first two calling sequences).
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If method = fixedpointiteration or method = steffensen is specified, the first argument f may be substituted with an option of the form fixedpointiterator = fpexpr. See method = fixedpointiteration in the Options section for details.
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Options
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fixedpointiterator = algebraic (optional)
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Can only be specified if method = steffensen or method = fixedpointiteration.
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The expression on the right-hand side will be used to generate the fixed-point iteration sequence. If this option is specified, the first argument, f, must be omitted. See the method option under method = fixedpointiteration for more details.
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A list of options for the plot of the expression f. By default, f is plotted as a solid red line.
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A list of options for the lines on the plot. By default the lines are solid blue for the Newton-Raphson, Modified Newton-Raphson, Secant, Steffensen, and False Position methods and dotted blue for the Bisection and Fixed-Point Iteration methods.
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The maximum number of iterations to perform. The default value of maxiterations depends on which type of output is chosen:
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output = value: default maxiterations = 100
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output = sequence: default maxiterations = 10
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output = information: default maxiterations = 10
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output = plot: default maxiterations = 5
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output = animation: default maxiterations = 10
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method = newton, modifiednewton, bisection, secant, fixedpointiteration, steffensen, or falseposition
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The method used to approximate the root(s) of f numerically.
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newton: Newton-Raphson Method
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This method requires one initial approximate.
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modifiednewton: Modified Newton-Raphson Method
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This method requires one initial approximate.
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bisection: Bisection Method
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This method requires a pair of initial approximates.
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This method requires a pair of initial approximates.
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fixedpointiteration: Fixed-Point Iteration Method
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This method requires one initial approximate.
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When output = plot or output = animation is specified, both the function and the fixed-point iterator function will be plotted and correspondingly labeled.
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The tolerance option, when stoppingcriterion = function_value, applies to the function in the root-finding form of the problem.
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The information in the preceding paragraphs applies to Steffensen's method as well.
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steffensen: Steffensen's Method
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This method requires one initial approximate.
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See the fixed-point iteration method above (fixedpointiteration) for important information that also applies to this method.
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falseposition: Method of False Position
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This method requires a pair of initial approximates.
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By default, the Newton-Raphson Method is used.
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output = value, sequence, plot, animation, or information
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The return value of the function. The default is value.
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output = value returns the final numerical approximation of the root.
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output = plot returns a plot of f with each iterative approximation shown and the relevant information about the numerical approximation displayed in the caption of the plot.
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output = animation returns an animation showing the iterations of the root approximation process.
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output = information returns detailed information about the iterative approximations of the root of f.
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The final plot options when output = plot or output = animation.
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A list of options for the points on the plot. By default, the points are plotted as green circles.
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showfunction = truefalse
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Whether to display f on the plot or not. By default, this option is set to true.
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Whether to display lines that accentuate each approximate iteration when output = plot. This option is effective with every method except for the Modified Newton-Raphson method. By default, this option is set to true. To control the vertical lines, see the showverticallines and verticallineoptions options.
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Whether to display the points at each approximate iteration on the plot when output = plot. By default, this option is set to true.
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showverticallines = truefalse
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Whether to display the vertical lines at each iterative approximation on the plot when output = plot. This option is only effective when method is one of: newton, modifiednewton, secant, or falseposition. By default this option is set to true.
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stoppingcriterion = relative, absolute, or function_value
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The criterion that the approximations must meet before discontinuing the iterations. The following describes each criterion:
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relative : < tolerance
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absolute : < tolerance
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function_value : < tolerance
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By default, stoppingcriterion = relative.
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A caption for the plot. The default caption contains general information concerning the approximation. For more information about specifying a caption , see plot/typesetting.
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The error tolerance of the approximation. The default value is .
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verticallineoptions = list
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A list of options for the vertical lines on the plot. By default, the lines are dashed and blue.
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view = [realcons..realcons, realcons..realcons]
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The plot view of the plot when output = plot. See plot/options for more information.
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Notes
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Both Newton's method and the secant method have the limitation that they may produce a divergent sequence of approximates if the initial approximates a and b are not sufficiently close to the root.
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Examples
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See Also
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Roots, Student[Calculus1][Roots], Student[NumericalAnalysis], Student[NumericalAnalysis][Bisection], Student[NumericalAnalysis][FalsePosition], Student[NumericalAnalysis][FixedPointIteration], Student[NumericalAnalysis][ModifiedNewton], Student[NumericalAnalysis][Newton], Student[NumericalAnalysis][Secant], Student[NumericalAnalysis][Steffensen], Student[NumericalAnalysis][VisualizationOverview]
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