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