Research Article

Combined Accelerator for Attribute Reduction: A Sample Perspective

Algorithm 3

Local approximation-based forward greedy searching strategy for obtaining the reduct.
Inputs: Decision system , radius δ.
Outputs: An approximation quality reduct A.
(1)Compute ;
(2)Compute ;
(3);
(4)Do(i), , compute ;(ii)Compute the lower approximation based on by using equation (7);(iii), compute based on the lower approximation, and then select b such that ;(iv);(v)Compute ;While ;
(5)Do(i), compute ;(ii)If   ;EndWhile A changes and ;
(6)Return A.