Let X and be metric spaces, and let f: X X where

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Let X and Θ be metric spaces, and let f: X × Θ → X where
• X is complete
• For every θ ∊ Θ, the function fθ(x) = f (x, θ) is contraction mapping on X with modulus β
• f is continuous in θ, that is for every θ0 ∊ Θ, limθ→ θ0 fθ(x) = fθ0(x) for every x ∊ X
Then fθ has a unique fixed point xθ for every θ ∊ Θ and limθ→θ0 xθ = xθ0.
Although there are many direct methods for solving systems of linear equations, iterative methods are sometimes used in practice. The following exercise outlines one such method and devises a sufficient condition for convergence.
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