Title :
A relatively robust optimization algorithm for emergency facility location
Author :
Ma, Weimin ; Zheng, Zhi
Author_Institution :
Sch. of Econ. & Manage., Tongji Univ., Shanghai, China
Abstract :
In this paper, we put forward a relatively robust optimization algorithm for emergency facility location with uncertain demands (weights of nodes). We assume that for each node, only an interval estimate of the corresponding weight is known. The objective function is to minimum the total weighted distance between emergency facility and all emergency nodes. We compare the robust optimization result and the optimization result. Comparison result shows that the deviation of the robust optimization solution is the minimum in uncertain case compared with the value of optimization function. So this algorithm can avoid risk to a great extent.
Keywords :
emergency services; facility location; optimisation; emergency facility location; robust optimization algorithm; uncertain demands; Algorithm design and analysis; Economics; Europe; Optimization; Polynomials; Robustness; Uncertainty; Emergency facility; Locating; Relatively robust optimization;
Conference_Titel :
Software Engineering and Service Science (ICSESS), 2011 IEEE 2nd International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-9699-0
DOI :
10.1109/ICSESS.2011.5982299