Banach fixed-point theorem
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Let F be a non-empty closed subset of a complete metric space (X, d). Let T : X -> X be a contraction operator on F, , i.e: There is a constant q ε (0, 1) such that
for all x, y ε X. Then:
1. For any x0 ε F rhe sequence defined by xn+1 = Txn, n ε {1, 2, 3, ...} remains within F
2. There exists an x* ε F such that:
limn -> INFTY xn = x*
3. x* is a fixed point of T i.e. Tx* = x*
4. x* is the only fixed point of T in F
5.
qn d(x*, xn) < ----- d(x1,x0) 1-q