Comparative solution approach with quadratic and genetic programming to multi-objective healthcare facility location problem
نویسندگان
چکیده
Facility layout planning is an indispensable part of the manufacturing and service operations. In literature, there are two main different approaches for solution facility problem: While first one aims to minimize both total transportation assignment costs in a quantitative way, second maximize closeness relationship more qualitative way. this study, we use these model multi-objective optimization problem depending on Quadratic Assignment Problem (QAP) formulation.We consider three objective which minimizing walking distance, maximization area satisfaction level relationships. Since objectives have scales, normalize them prevent potential domination effect. Then, solve using formulation genetic algorithm approach compare results. These provide non-dominated solutions being considered. assign departments healthcare predetermined areas. addition, our enables planners patient losses increase satisfaction.
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ژورنال
عنوان ژورنال: Sigma Journal of Engineering and Natural Sciences
سال: 2022
ISSN: ['1304-7205', '1304-7191']
DOI: https://doi.org/10.14744/sigma.2022.00006