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. |
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