Low Energy Adaptive Routing Hierarchy Based on Differential Evolution

[1]Nauman Aslam, William Phillips, William Robertson and Shyamala Sivakumar, “A multicriterion optimization technique for energy efficient cluster formation in wireless sensor networks,” Information Fusion, vol. 12, pp. 202-212, July, 2011.10.1016/j.inffus.2009.12.005 Search in Google Scholar

[2]A.Mahajan, C.Oesch, H.Padmanaban, L.Utterback, S.Chitikeshi and F.Figueroa, “Physical and Virtual Intelligent Sensors for Integrated Health Management Systems,” International Journal on Smart Sensing and Intelligent Systems, vol. 5, pp. 559-575, September, 2012.10.21307/ijssis-2017-495 Search in Google Scholar

[3]Chung-Horng Lung and Chenjuan Zhou, “Using hierarchical agglomerative clustering in wireless sensor networks: An energy-efficient and flexible approach,” Ad Hoc Networks, vol. 8, pp. 328-344, May, 2010.10.1016/j.adhoc.2009.09.004 Search in Google Scholar

[4]Jamal N. Al-Karaki, Raza Ul-Mustafa, and Ahmed E. Kamal, “Data aggregation and routing in Wireless Sensor Networks: Optimal and heuristic algorithms,” Computer Networks, vol. 53, pp.945-960, May, 2009.10.1016/j.comnet.2008.12.001 Search in Google Scholar

[5]Janos Tran-Thanh, Gergely Treplan and Gabor Kiss, “Fading-aware reliable and energy efficient routing in wireless sensor networks,” Computer Communications, vol. 33, pp. 102109, November, 2010. Search in Google Scholar

[6]Jiann-Liang Chen, Yu-Ming Hsu and I-Cheng Chang, “Adaptive Routing Protocol for Reliable Sensor Network Applications,” International Journal on Smart Sensing and Intelligent Systems, vol. 2, pp. 515-539, December, 2009.10.21307/ijssis-2017-365 Search in Google Scholar

[7]Robin Doss, Gang Li, Vicky Mak and Menik Tissera, “Information discovery in mission-critical wireless sensor networks,” Computer Networks, vol. 54, pp. 2383-2399, October, 2010. Search in Google Scholar

[8]Halit üster and Hui Lin, “Integrated topology control and routing in wireless sensor networks for prolonged network lifetime,” Ad Hoc Networks, vol. 9, pp. 835-851, July, 2011.10.1016/j.adhoc.2010.09.010 Search in Google Scholar

[9]Lianshan Yan, Wei Pan, Bin Luo, Xiaoyin Li and Jiangtao Liu, “Modified energy-efficient protocol for wireless sensor networks in the presence of distributed optical fiber senor link,”Ieee Sensors Journal, vol. 11, pp. 1815-1818, September, 2011. Search in Google Scholar

[10]Aubin Jarry, Pierre Leon, Sotiris Nikoletseas and Jose Rolim, “Optimal data gathering paths and energy-balance mechanisms in wireless networks,” Ad Hoc Networks, vol. 9, pp. 10361048, August, 2011. Search in Google Scholar

[11]Bara’a A.Attea and EnanA.Khalil, “A new evolutionary based routing protocol for clustered heterogeneous wireless sensor networks,” Applied Soft Computing, vol. 4, pp. 1950-1957, July, 2011. Search in Google Scholar

[12]Wendi B. Heinzelman,Anantha P. Chandrakasan and Hari Balakrishnan, “An applicationspecific protocol architecture for wireless microsensor networks,” IEEE Transactions on Wireless Communications, vol. 1, pp. 660-670, October, 2002.10.1109/TWC.2002.804190 Search in Google Scholar

[13]Abbas Nayebi and Hamid Sarbazi-Azad, “Performance modeling of the LEACH protocol for mobile wireless sensor networks,” Journal of Parallel and Distributed Computing, vol.71, pp. 812-821, June, 2011.10.1016/j.jpdc.2011.02.004 Search in Google Scholar

[14]V. Loscrì, G. Morabito and S. Marano, “A Two-Levels Hierarchy for Low-Energy Adaptive Clustering Hierarchy (TL-LEACH),” in Proc. of IEEE 62nd Conf. on Vehicular Technology, pp. 1809-1813, September, 2005. Search in Google Scholar

[15]Weiwei Cai and Lin Ma, “Applications of critical temperature in minimizing functions of continuous variables with simulated annealing algorithm,” Computer Physics Communications, vol.181, pp. 11-16, August, 2010.10.1016/j.cpc.2009.08.001 Search in Google Scholar

[16]Babak Abbasi and Hashem Mahlooji, “Improving response surface methodology by using artificial neural network and simulated annealing,” Expert Systems with Applications, vol. 39, pp. 3461-3468, February, 2012. Search in Google Scholar

[17]Raghavendra V. Kulkarni, Anna Förster and Ganesh Kumar Venayagamoorthy, “Computational Intelligence in Wireless Sensor Networks: A Survey,” IEEE Communications Surveys and Tutorials, vol. 13, pp. 68-96, May, 2011.10.1109/SURV.2011.040310.00002 Search in Google Scholar

[18]Josiah Adeyemo and Fred Otieno, “Differential evolution algorithm for solving multiobjective crop planning model,” Agricultural Water Management, vol. 97, pp. 848-856, June, 2010.10.1016/j.agwat.2010.01.013 Search in Google Scholar

[19]Luis Cobo, Alejandro Quintero and Samuel Pierre, “Ant-based routing for wireless multimedia sensor networks using multiple QoS metrics,” Computer Networks, vol. 54, pp. 2991-3010, December, 2010. Search in Google Scholar

[20]V. Savsani, R.V. Rao and D.P. Vakharia, “Optimal weight design of a gear train using particle swarm optimization and simulated annealing algorithms,” Mechanism and Machine Theory, vol. 5, pp. 531-541, March, 2010.10.1016/j.mechmachtheory.2009.10.010 Search in Google Scholar

[21]Leandro dos Santos Coelho, Rodrigo Clemente Thom Souza and Viviana Cocco Mariani, “ Improved differential evolution approach based on cultural algorithm and diversity measure applied to solve economic load dispatch problems,” Mathematics and Computers in Simulation, vol. 79, pp. 3136-3147, June, 2009. Search in Google Scholar

[22]Isaac Triguero, SalvadorGarc and FranciscoHerrera, “Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification,” Pattern Recognition, vol. 44, pp. 901-916, April, 2011.10.1016/j.patcog.2010.10.020 Search in Google Scholar

[23]M.M. Ali, “Differential evolution with generalized differentials,” Journal of Computational and Applied Mathematics, vol. 235, pp. 2205-2216, February, 2011. Search in Google Scholar

[24]Daniela Zaharie, “Influence of crossover on the behavior of Differential Evolution Algorithms,” Applied Soft Computing, vol. 9, pp. 1126-1138, June, 2009. Search in Google Scholar

[25]Wei Kuang Lai, Chung Shuo Fan and Lin Yan Lin, “Arranging cluster sizes and transmission ranges for wireless sensor networks,” Information Sciences, vol. 183, pp. 117131, January, 2012. Search in Google Scholar