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@jasondew
Created July 9, 2010 22:32
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module Algebra
class MaximumIterationsReached < Exception
end
class NewtonsMethod
def self.calculate(function, x)
x - function.evaluated_at(x) / function.derivative_at(x)
end
end
class NewtonsDifferenceQuotient
def self.calculate(function, x, delta=0.1)
(function.evaluated_at(x + delta) - function.evaluated_at(x) ).to_f / delta
end
end
class Function
attr_accessor :differentiation_method, :root_method, :maximum_iterations, :tolerance
def initialize(differentiation_method=NewtonsDifferenceQuotient, root_method=NewtonsMethod, &block)
@definition = block
@differentiation_method, @root_method = differentiation_method, root_method
@maximum_iterations = 1000
@tolerance = 0.0001
end
def evaluated_at(x)
@definition.call(x)
end
def derivative_at(x)
differentiation_method.calculate(self, x)
end
def zero(initial_value=0)
recursive_zero(initial_value, 1)
end
private
def recursive_zero(guess, iteration)
raise MaximumIterationsReached if iteration >= @maximum_iterations
better_guess = @root_method.calculate(self, guess)
if (better_guess - guess).abs <= @tolerance
better_guess
else
recursive_zero(better_guess, iteration + 1)
end
end
end
end
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