A sequence in a metric space is a Cauchy sequence ifThe index may depend on , but must work for every pair of sufficiently late terms. No candidate limit is part of this definition.
The sequence converges to ifEquivalently . The limit must belong to the specified metric space, not just to a larger space containing it.
A complete metric space is one in which every Cauchy sequence converges to a point of that space. For an incomplete example, take with the usual Euclidean metric and . It is Cauchy because it converges to zero in . It cannot converge inside : any such convergence would also hold in , contradicting uniqueness of the limit, since zero is excluded. Thus the ambient metric and the underlying set both matter to completeness.
Put . Every summand is nonnegative and at most , so the series defining converges and . Symmetry follows from each . If , every nonnegative summand is zero, hence every and . The converse is immediate.
For the triangle inequality, first observe that for ,Monotonicity of and the triangle inequality for therefore giveMultiply by and sum the convergent nonnegative series. This proves the required triangle inequality for , so is a metric. The construction combines a bounded metric transform with a countable product metric.
Let be Cauchy for , and fix a coordinate . Every nonnegative summand is bounded by the whole sum:Given , choose such that the right-hand side is less than for all . Then strict monotonicity of implies . Hence every coordinate sequence is Cauchy in its original metric , with the index bound allowed to depend on the fixed coordinate.
By part (ii) and completeness of each factor, choose with . Let . Given , choose such that . Coordinate convergence gives a single for which for every and . Since ,Thus in the product metric, proving the product is complete. The finite head uses coordinate convergence; the summable tail is controlled uniformly, regardless of how large the remaining original coordinate distances are. This is completeness of a countable product metric.
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