Optimization of the Time-Dependent Traveling Salesman Problem Using Interval-Valued Intuitionistic Fuzzy Sets

被引:10
作者
Almahasneh, Ruba [1 ]
Tuu-Szabo, Boldizsar [2 ]
Koczy, Laszlo T. [2 ]
Foldesi, Peter [3 ]
机构
[1] Budapest Univ Technol & Econ, Telecommun & Media Informat, H-1111 Budapest, Hungary
[2] Szechenyi Istvan Univ, Dept Informat Technol, H-9026 Gyor, Hungary
[3] Szechenyi Istvan Univ, Dept Logist Technol, H-9026 Gyor, Hungary
关键词
time-dependent traveling salesman problem; interval-valued type-2 fuzzy sets; intuitionistic fuzzy sets' expert assessment chart for rush hours and jam regions; EVOLUTIONARY;
D O I
10.3390/axioms9020053
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This study proposes a new model and approach for solving a realistic extension of the Time-Dependent Traveling Salesman Problem, by using the concept of distance between interval-valued intuitionistic fuzzy sets. For this purpose, we developed an interval-valued fuzzy degree repository based on the relations between rush hour periods and traffic regions in the "city center areas", and then we utilized the interval-valued intuitionistic fuzzy weighted arithmetic average to aggregate fuzzy information to be able to quantify the delay in any given trip between two nodes (cities). The proposed method is illustrated by a simple numerical example.
引用
收藏
页数:14
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