Title :
Material Recovery Facility Location and Waste Flow Assignment Problem Based on Scatter Search
Author :
Yu, Hai-jie ; Li, Xiang-Yang ; Su, Sheng
Author_Institution :
Harbin Inst. of Technol., Harbin
Abstract :
Material Recovery Facilities (MRFs) location and waste flow assignment decision problem were investigated. In a three stages network consisted of production factory, landfills and transfer stations, material recovery facilities, the decision problem is to choose a best set of material recovery facilities with capacity constraints and decide the optimal flow on the network to minimize the total operational cost. The problem is firstly formulated a mathematic model. Then, a scatter search algorithm with update strategy of reference set according to the level of the diversity and quality of solutions is developed to solve effectively the model. The computational experiments show that the scatter search algorithm can obtain the valid solution of the location problem and is better than the general scatter search without the special update strategy on solution quality.
Keywords :
decision making; decision theory; facility location; integer programming; minimisation; raw materials; search problems; waste management; landfills; material recovery facility location problem; mix integer programming model; operational cost minimization; production factory; scatter search algorithm; transfer stations; waste flow assignment decision problem; Cities and towns; Costs; Cybernetics; Equations; Machine learning; Recycling; Scattering; Solids; Waste management; Waste materials; Location; Material recovery facility; Scatter search; Waste flow;
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
DOI :
10.1109/ICMLC.2007.4370541