In order to overcome the difficulties, a sequential quadratic approximate algorithm is proposed based on exact dual mapping.

Then introduce a new theory of ILC based on prescribed input-output subspace, it requires neither derivatives of the error signals nor dual mapping.

This paper defined anti-part mapping on set and has given a new deseription of dual semigroup of transformation semigroup on set.