Multiple criteria model for allocating new medical robotic devices to treatment centres

التفاصيل البيبلوغرافية
العنوان: Multiple criteria model for allocating new medical robotic devices to treatment centres
المؤلفون: Dylan Jones, Athanasios V. Argyriou, Sina Firouzy, Ashraf Labib
المصدر: European Journal of Operational Research. 297:652-664
بيانات النشر: Elsevier BV, 2022.
سنة النشر: 2022
مصطلحات موضوعية: 050210 logistics & transportation, 021103 operations research, Information Systems and Management, General Computer Science, Operations research, Computer science, 05 social sciences, 0211 other engineering and technologies, 02 engineering and technology, Management Science and Operations Research, Space (commercial competition), Fuzzy logic, Industrial and Manufacturing Engineering, Facility location problem, Design phase, Set (abstract data type), Modeling and Simulation, Goal programming, 0502 economics and business, Multiple criteria
الوصف: This paper presents a multi-criteria methodology for allocating a small number of novel robotic devices to a set of potential treatment centres in the South of the UK. The robotic devices provide a novel means of diagnosis and treatment of prostate cancer and are currently in the design phase of an EU-sponsored research project. The aim of the project is to provide enhanced access to the new prostate cancer diagnosis and treatment technology. Hence, location and allocation decisions need to be optimised to facilitate this goal. A fuzzy logic based methodology based on measures of prevalence and current access to treatment centres is developed in order to identify a set of priority locales (postcode districts) for improved access. An extended goal programming facility location model is then formulated which incorporates both priority and general postcode access measures. The p-median, p-centre and coverage variants of facility location are modelled via a set of six goals. A comprehensive weight sensitivity analysis is used to generate 25 distinct solutions across the six-dimensional objective space. Analysis of the results with respect to methodology, location and allocation decisions, number of robotic devices and trade-offs between goals is undertaken and conclusions are drawn.
تدمد: 0377-2217
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::d0257e1b084c6638deee8fc54af30697
https://doi.org/10.1016/j.ejor.2021.06.003
حقوق: CLOSED
رقم الأكسشن: edsair.doi...........d0257e1b084c6638deee8fc54af30697
قاعدة البيانات: OpenAIRE