Optimization of Storage Tank Installation Locations for Pipeline Water Supply Using Genetic Algorithm |
Hong, Rokgi
(Department of Rural Systems Engineering, Seoul National University)
Park, Jinseok (Department of Rural Systems Engineering, Global Smart Farm Convergence Major, Seoul National University) Jang, Seongju (Department of Rural Systems Engineering, Global Smart Farm Convergence Major, Seoul National University) Lee, Hyeokjin (Department of Rural Systems Engineering, Seoul National University) Song, Inhong (Department of Rural Systems Engineering, Global Smart Farm Convergence Major, Research Institute of Agriculture and Life Sciences, Seoul National University) |
1 | Chakrabarty, K., S. S. Iyengar, H. Qi, and E. Cho, 2002. Grid coverage for surveillance and target location in distributed sensor networks. IEEE Transactions on Computers 51(12): 1448-1453. doi:10.1109/TC.2002.1146711. DOI |
2 | Chen, H., Y. Zhu, K. Hu, and T. Ku, 2011. RFID network planning using a multi-swarm optimizer. Journal of Network and Computer Applications 34(3): 888-901. doi:10.1016/j.jnca.2010.04.004. DOI |
3 | Fagerfjall, P., 2010. Optimizing wind farm layout: more bang for the buck using mixed integer linear programming. Master's diss., Goteborg: Chalmers University of Technology and Gothenburg University. |
4 | Goldberg, D. E., 1989. Genetic Algorithms in Search, Optimization and Machine Learning. Boston, MA: Addison Wesley. doi:10.5555/534133. DOI |
5 | Gong, Y. J., W. N. Chen, Z. H. Zhan, J. Zhang, Y. Li, Q. Zhang, and J. J. Li, 2015. Distributed evolutionary algorithms and their models: a survey of the state-of-the-art. Applied Soft Computing 34: 286-300. doi:10.1016/j.asoc.2015.04.061. DOI |
6 | Gonzalez, J. S., A. G. G. Rodriguez, J. C. Mora, J. R. Santos, and M. B. Payan, 2010. Optimization of wind farm turbines layout using an evolutive algorithm. Renewable Energy 35(8): 1671-1681. doi:10.1016/j.renene.2010.01.010. DOI |
7 | Kennedy, J., 2006. Swarm Intelligence. In Handbook of Nature-Inspired and Innovative Computing, ed. A. Y. Zomaya, 187-219. Boston, MA.: Springer. doi:10.1007/0-387-27705-6_6. DOI |
8 | Kim, S. H., M. S. Kang, K. Kim, and H. Lee, 2019. The analysis of land use change impact in agriculture land on hydrology and water quality. Proceedings of the Korean Society of Agricultural Engineers Conference 2019: 37. (in Korean). |
9 | KOSTAT (Statistics Korea), 2022. Agricultural area survey in 2021. |
10 | Kruskal, J. B., 1956. On the shortest spanning subtree of a graph and the traveling salesman problem. Proceedings of the American Mathematical Society 7(1): 48-50. doi: 10.1090/S0002-9939-1956-0078686-7. DOI |
11 | Kwon, C., J. Park, S. Jang, H. Shin, and I. Song, 2021. Analysis of land cover change from paddy to upland for the reservoir irrigation districts. Journal of the Korean Society of Agricultural Engineers 63(6): 27-37. doi:10.5389/KSAE.2021.63.6.027. (in Korean). DOI |
12 | Lee, Y. W., 2001. A study on optimal facility layout of block facility using Hybrid GA. Master's diss., Yeongdo-Gu, Busan: Korea Maritime & Ocean University (in Korean). |
13 | Levenberg, K., 1944. A method for the solution of certain non-linear problems in least squares. Quarterly of Applied Mathematics 2(2): 164-168. doi:10.1090/qam/10666. DOI |
14 | Lloyd, E. L., and G. Xue, 2007. Relay node placement in wireles s s ens or networks . IEEE Transactions on Computers 56(1): 134-138. doi:10.1109/TC.2007.250629. DOI |
15 | Melanie, M., 1996. An Introduction to Genetic Algorithms. Cambridge, MA: MIT Press. doi:10.5555/230231. DOI |
16 | Nandigam, N., S. K. Dhali, 2008. Optimal design of an offshore wind farm layout. In Proc. 2008 International Symposium on Power Electronics, Electrical Drives, Automation and Motion, 1470-1474. Ischia, Italy: IEEE. doi:10.1109/SPEEDHAM.2008.4581308. DOI |
17 | Park, P. J., C. J. Lee, 2014. Study of multi floor plant layout optimization based on particle swarm optimization. Korean Chemical Engineering Research 52(4): 475-480. doi:10.9713/kcer.2014.52.4.475. (in Korean). DOI |
18 | Shin, H., C. Park, J. Lee, I. Song, and M. Kang, 2019b. A study on securing irrigation water in the cultivation of other crops in paddy field using a storage tank. Proceedings of the Korean Society of Agricultural Engineers Conference 2019: 90. (in Korean). |
19 | Park, S., M. Jung, and K. Min, 2017. The current status of changes in Korean rural villages and direction for mid- and long-term development (Year 3 of 5), 174. R830, No. 17-35-01. Korea Rural Economic Institute (in Korean). |
20 | Shin, H. J., C. G. Park, J. N. Lee, K. Han, and M. S. Kang, 2019a. Supply of Water in a Field Area using a Storage tank. Proceedings of the Korea Water Resources Association Conference 2019: 182. (in Korean). |
21 | Tang, J., B. Hao, and A. Sen, 2006. Relay node placement in large scale wireless sensor networks. Computer Communications 29(4): 490-501. doi:10.1016/j.comcom.2004.12.032. DOI |
22 | Wang, J., and N. Zhong, 2006. Efficient point coverage in wireless sensor networks. Journal of Combinatorial Optimization 11: 291-304. doi:10.1007/s10878-006-7909-z. DOI |
23 | McGarigal, K., and B. J. Marks, 1995. FRAGSTATS: Spatial pattern analysis program for quantifying landscape structure, 122. PNW-GTR-351. U.S. Department of Agriculture, Forest Service, Pacific Northwest Research Station. doi:10.2737/PNW-GTR-351. DOI |