Robustness of full implication algorithms based on interval-valued fuzzy inference

•A new kind of full implication algorithm based on interval-valued fuzzy set is proposed.•The R-type triple I solutions based on interval-valued fuzzy reasoning are given.•The new triple I algorithms based on interval-valued fuzzy set are robust.•The sensitivity of some special algorithms based on four important interval-valued residuated implication is given.