Abstract
Combined with the research on the route plan of the peacetime military logistics distribution home and abroad, this paper proposes a method to connect genetic algorithm with fuzzy c-means clustering, which firstly clusters the army users with fuzzy math language into several classes according to the distance between the users and the military logistics distribution center, then plans the route with dual objective functions that are time and expense ones by genetic algorithm. Through a case analysis with the method, it proves that the method can decrease the time in a large scale but increase the expense in quite a small scale improving the military effectiveness, which indicates that the method is right and feasible and will provide a new thought for future studies on the problem.
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References
The Headquarters of the General Staff (2013) The PLA Military Training Instructions in 2013 (Book style). The Headquarters of the General Staff of PLA, Beijing, pp 1–3 (Chinese)
Wang Z, Xu D (2007) Military Logistics (Book style). China supplies house, Beijing, pp 20–50 (Chinese)
Hwang HS, Bae S-T, Ha C-S (2007) Three basic algorithms for integrated visual model for multi-depot VRP problem (Presented Conference Paper style). In: Proceedings of the sixth international conference on information and management sciences. Lhasa, Tibet
Ayachi I, Kammarti R, Ksouri M, Borne P (2010) A genetic algorithm to solve the container storage space allocation problem (Presented Conference Paper style). In: Intelligent information technology application research association, Hong Kong, China
Sataporn N, Suwannik W (2010) Compact genetic algorithm with CUDA (Presented Conference Paper style). In: Intelligent information technology application research association, Hong Kong, China
Long TB, Thai LH, Hanh T (2010) Facial expression classification using zernike moment invariant and artificial neural Network (Presented Conference Paper style). In: Proceedings of 2010 international conference on circuit and signal processing and 2010 second IITA international joint conference on artificial intelligence, vol 1. Shanghai, China
Punnakitikashem P, Somsuk N, McLean MW, Laosiri T (2010) Linkage between continual improvement and knowledge-based view theory (Presented Conference Paper style). In: Proceedings of 2010 IEEE the 17th international conference on industrial engineering and engineering management, vol 2. Xiamen, Fujian, China
Liang Y-C, Lee Z-H, Chan C-L (2009) Ant colony optimization for the permutation flow shop on-line due-date scheduling problem (Presented Conference Paper style). In: Proceedings of the eighth international conference on information and management sciences. Kunming, Yunnan, China
Chuang C-P, Chen S-Y, Chen W-H, Huang Y-J (2010) Applying improved ant colony algorithm for multi-robot path planning and task allocation in educational navigation robot (Presented Conference Paper style). In: Proceedings of 2010 third international conference on education technology and training. vol 3. Wuhan, Hubei, China
Sivaraman E, Arulselvi S (2009) Gustafson-Kessel (G-K) Clustering approach of T-S fuzzy model for nonlinear processes (Presented Conference Paper style). In: Proceedings of international conference on control and decision, vol 3. Guilin, Guangxi, China
Kau S-W, Shiu S-Y, Fang C-H An improvement on observer-based H_∞ control of fuzzy systems (Presented Conference Paper style). In: Proceedings of international conference on control and decision, vol 3. Guilin, Guangxi, China, 2009
Xie J, Liu C (2010) Fuzzy math and applications (Book style). Renmin University of China Press, Beijing, pp 20–45 (Chinese)
Chang Y-J, Yao M-J (2009) A genetic algorithm for solving the economic lot scheduling problem with reworks (Presented Conference Paper style). In: Proceedings of the eighth international conference on information and management sciences. Guilin, Guangxi, China
Yang L, Gao Y, Ling W (2010) Fuzzy math theory and applications (Book style). Renmin University of China Press, Beijing, pp 20–45 (Chinese)
Lei Y (2012) Applications of genetic algorithm tool in Matlab (Book style). South China University of Technology press, Guangzhou, pp 27–60
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Xiao, Xf., Lu, Hr., Zhang, Yq. (2016). Research on Route Plan of the Peacetime Military Logistics Distribution Based on FCM&GA. In: Qi, E. (eds) Proceedings of the 6th International Asia Conference on Industrial Engineering and Management Innovation. Atlantis Press, Paris. https://doi.org/10.2991/978-94-6239-145-1_45
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DOI: https://doi.org/10.2991/978-94-6239-145-1_45
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