Safe distance-based vehicle routing problem: Medical waste collection case study in COVID-19 pandemic

被引:64
作者
Eren, Emre [1 ]
Tuzkaya, Umut Rifat [2 ]
机构
[1] Univ Beykent, Fac Engn & Architecture, Dept Ind Engn, Istanbul, Turkey
[2] Univ Yildiz Tekn, Fac Mech, Dept Ind Engn, Barbaros Ave,POB 34349, Istanbul, Turkey
关键词
Covid-19 and medical waste; Covid-19; pandemic; Medical waste; Membership function; Transportation of medical waste; Traveling salesman problem; TRAVELING SALESMAN PROBLEM; MANAGEMENT; DISPOSAL; SELECTION; SYSTEM; TURKEY;
D O I
10.1016/j.cie.2021.107328
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In addition to the increasing population and rapid urbanization, the amount and variety of medical waste are rapidly increasing due to the coronavirus disease (COVID-19) pandemic affecting the whole world. COVID-19 does not only increase the amount of medical waste produced, medical wastes generated in the care of COVID-19 carries a high risk of transmission as well. In this regard, the safe and effective management of medical wastes has become a serious health and safety issue. This research aims to determine the safest and shortest transportation routes for medical waste vehicles. The safety scores used in this study were obtained in our previous study. The resulting safety scores were used in a multi-objective traveling salesman problem for deriving two objective functions, which are based on safety scores and total transportation distance. A conciliating solution was obtained by solving this linear programming model. The proposed model faced by health institutions in Istanbul has been applied for a specific district. According to the obtained results, suggestions for the direction of medical waste vehicles have been proposed.
引用
收藏
页数:10
相关论文
共 42 条
[1]  
Ak MF, 2019, Artificial intelligence in IoT, transactions on computational science and computational intelligence, P167
[2]   Determination of the best appropriate management methods for the health-care wastes in Istanbul [J].
Alagboez, Aylin Zeren ;
Kocasoy, Guenay .
WASTE MANAGEMENT, 2008, 28 (07) :1227-1235
[3]   Improvement and modification of the routing system for the health-care waste collection and transportation in Istanbul [J].
Alagoz, Aylin Zeren ;
Kocasoy, Guenay .
WASTE MANAGEMENT, 2008, 28 (08) :1461-1471
[4]   A new model for the hazardous waste location-routing problem [J].
Alumur, Sibel ;
Kara, Bahar Y. .
COMPUTERS & OPERATIONS RESEARCH, 2007, 34 (05) :1406-1423
[5]   Medical waste management in Turkey: A case study of Istanbul [J].
Birpinar, Mehmet Ermin ;
Bilgili, Mehmet Sinan ;
Erdogan, Tugba .
WASTE MANAGEMENT, 2009, 29 (01) :445-448
[6]   Fixed-parameter algorithms for rectilinear Steiner tree and rectilinear traveling salesman problem in the plane [J].
Cambazard, Hadrien ;
Catusse, Nicolas .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2018, 270 (02) :419-429
[7]   Creating hard-to-solve instances of travelling salesman problem [J].
Cardenas-Montes, Miguel .
APPLIED SOFT COMPUTING, 2018, 71 :268-276
[8]   Assessment of health-care waste treatment alternatives using fuzzy multi-criteria decision making approaches [J].
Dursun, Mehtap ;
Karsak, E. Ertugrul ;
Karadayi, Melis Almula .
RESOURCES CONSERVATION AND RECYCLING, 2011, 57 :98-107
[9]   Occupational health and safety-oriented medical waste management: A case study of Istanbul [J].
Eren, Emre ;
Tuzkaya, Umut Rifat .
WASTE MANAGEMENT & RESEARCH, 2019, 37 (09) :876-884
[10]   The solutions and recommendations for logistics problems in the collection of medical waste in China [J].
He, Zheng-gang ;
Li, Qing ;
Fang, Jie .
SELECTED PROCEEDINGS OF THE TENTH INTERNATIONAL CONFERENCE ON WASTE MANAGEMENT AND TECHNOLOGY, 2016, 31 :447-456