Research Article

The Interval Parameter Optimization Model Based on Three-Way Decision Space and Its Application on “Green Products Recommendation”

Algorithm 3

Interval parameter optimization algorithm in three-way decision space (IPOA).
Input: decision formal context ;
Object x and condition attribute set ;
Output: the decision rules of ;
The interval parameters under optimal decision.
Step 1: determine the number n of attributes in the formal context, and set the step length ;
Step 2: initialize , , and build the interval three-way decision space ;
Step 3: put into Algorithm 1 (GPOA);
Step 4: in the output of Algorithm 1 (GPOA), if the accept loss is 0 and the reject loss is 0, turn to Step 5;
Step 5: make , and update three-way decision space according to Algorithm 2 (SPDA);
Step 6: turn to Steps 3 and 4;
Step 7: compare these decision rules of , and output the optimal decision and interval parameters.
End.