An Efficient Hybrid CS and K-Means Algorithm for the Capacitated P-Median Problem
Publish place: 3rd International Conference on Recent Innovation in Industrial Engineering and Mechanical Engineering Conference
Publish Year: 1395
نوع سند: مقاله کنفرانسی
زبان: English
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شناسه ملی سند علمی:
NRIME03_083
تاریخ نمایه سازی: 19 خرداد 1396
Abstract:
Capacitated p-median problem (CPMP) is an important variation of facility location problem in which pcapacitated medians are economically selected to serve a set of demand vertices so that the total assigned demandto each of the candidate medians must not exceed its capacity. This paper surveys and analyses the combination ofCuckoo Search and K-Means algorithms to solve the CPMP. In order to check for quality and validity of thesuggestive method, we compared the final solution produced over the two test problems of Osman and Christofides,each of which including 10 sample tests. According to the results, the suggested meta-heuristic algorithm showssuperiority over the rest known algorithms in this field as all the best known solutions in the first problem set, andseveral sample sets in the second problem set have been improved within reasonable periods of time.
Authors
H.G Mazinan
School of Railway Engineering, Iran University of Science and Technology, 1684613114 Narmak,Tehran, Iran
S.M Sharifi
School of Railway Engineering, Iran University of Science and Technology, 1684613114 Narmak,Tehran, Iran
G.R Ahmadi
Department of Industrial Engineering, Amir Kabir University, Tafresh, Iran
E Khaji
Master Student in Complex Adaptive Systems, Department of Physics, University of Göteborg, 41296 Göteborg,Sweden;