Title :
A fuzzy simulation-embedded metaheuristic to solve a variable radius covering problem
Author :
Zarandi, M.H.F. ; Davari, Soheil ; Turksen, I. Burhan
Author_Institution :
Dept. of Ind. Eng., Amirkabir Univ. of Technol. (Polytech. of Tehran), Tehran, Iran
Abstract :
There has been enormous interest about Covering Location Problem (CLP) among both academicians and practitioners around the world. Applications of CLP range from locating fire stations to telecommunications. This paper deals with a special case of CLP where travel times are fuzzy variables. In addition, it has been assumed that the variable cost of locating facilities is a function of the distance between the facility and its farthest assigned node. The objective is to find a solution minimizing the total cost of network In order to be resourceful in finding solutions, a hybrid procedure of Variable Neighborhood Search (VNS) and fuzzy simulation has been used. Numerical experiments showed that our algorithm works well and its robustness has been shown through an example.
Keywords :
facility location; fuzzy set theory; covering location problem; facility location; fuzzy simulation-embedded metaheuristic; fuzzy variables; variable neighborhood search; variable radius covering problem; Computational modeling; Computers; Fires; Mathematical model; Operations research; Programming; Search problems; Credibility Theory; Facility Location; Fuzzy logic; Set Covering; Simulation;
Conference_Titel :
Fuzzy Information Processing Society (NAFIPS), 2011 Annual Meeting of the North American
Conference_Location :
El Paso, TX
Print_ISBN :
978-1-61284-968-3
Electronic_ISBN :
Pending
DOI :
10.1109/NAFIPS.2011.5751914