- Tytuł:
- How to know it is “the one”? : selecting the most suitable solution from the Pareto optimal set : application to sectorization
- Autorzy:
-
Öztürk, Elif Göksu
Rodrigues, Ana Maria
Ferreira, José Soeiro
Oliveira, Cristina Teles - Tematy:
-
AHP
Pareto frontier
selection
decision making
sectorization - Pokaż więcej
- Wydawca:
- Politechnika Wrocławska. Oficyna Wydawnicza Politechniki Wrocławskiej
- Powiązania:
- https://bibliotekanauki.pl/articles/58969802.pdf Link otwiera się w nowym oknie
- Opis:
- Multi-objective optimization (MOO) considers several objectives to find a feasible set of solutions. Selecting a solution from Pareto frontier (PF) solutions requires further effort. This work proposes a new classification procedure that fits into the analytic hierarchy Process (AHP) to pick the best solution. The method classifies PF solutions using pairwise comparison matrices for each objective. Sectorization is the problem of splitting a region into smaller sectors based on multiple objectives. The efficacy of the proposed method is tested in such problems using our instances and real data from a Portuguese delivery company. A non-dominated sorting genetic algorithm (NSGA-II) is used to obtain PF solutions based on three objectives. The proposed method rapidly selects an appropriate solution. The method was assessed by comparing it with a method based on a weighted composite single-objective function.
- Dostawca treści:
- Biblioteka Nauki
Artykuł