Research Article

Healthcare Facilities Redesign Using Multicriteria Decision-Making: Fuzzy TOPSIS and Graph Heuristic Theories

Algorithm 1

Hospitals’ departments evaluated: ranking using the fuzzy TOPSIS method.
Step 1: create the evaluation matrix.
 (1.1) From the evaluation process of the selected department [39], each answer will be presented with its fuzzy number according to Table 3 for each evaluated hospital.
Step 2: normalize the evaluation matrix using the normalization formula [40].
Step 3: resolve the weighted standardized evaluation matrix (inclusion of weight).
where wj is weight of criterion j
Step 4: resolve the perfect positive solution and perfect negative solution using, ,
Where positive ideal solution (A+) and negative ideal solution (A) are acquired as weighted and normalized values from matrix and is the best alternative value in criterion j, is the worst alternative value in criterion j.
Step 5: determine the separation value. ,
Where the distance of alternatives from the positive ideal solution is , and the distance of alternatives from the negative ideal solution is
Step 6: determine the nearness coefficients and rank the alternatives.
Where () is relative closeness of each alternative to the ideal solution value is in the 0 ≤ C+i ≤ 1 interval. As gets closer to 1, alternative i gets closer to A+, whereas if gets closer to 0, alternative i gets closer to A
Step 7: arrange the alternative choices. Alternatives are arranged according to the decreasing order of