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Novel PID Tracking Controller for 2DOF Robotic Manipulator System Based on Artificial Bee Colony Algorithm


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[1] J. P. P., J. P. Perez, R. Soto, A. Flores, F. Rodriguez, and J. L. Meza, “Trajectory Tracking Error Using PID Control Law for Two-Link Robot Manipulator via Adaptive Neural Networks,” Procedia Technology, vol. 3, pp. 139–146, 2012. https://doi.org/10.1016/j.protcy.2012.03.01510.1016/j.protcy.2012.03.015Open DOISearch in Google Scholar

[2] S. A. Ahmed and M. G. Petrov, “Trajectory Control of Mobile Robots Using Type-2 Fuzzy-Neural PID Controller,” IFAC-PapersOnLine, vol. 48, no. 24, pp. 138–143, 2015. https://doi.org/10.1016/j.ifacol.2015.12.07110.1016/j.ifacol.2015.12.071Open DOISearch in Google Scholar

[3] P. V. Savsani and R. L. Jhala, “Optimal Motion Planning For a Robot Arm by Using Artificial Bee Colony (ABC) Algorithm,” International Journal of Modern Engineering Research (IJMER), vol. 2, no. 6, pp. 4434–4438, 2012.Search in Google Scholar

[4] Q. Ma and X. Lei, “Dynamic Path Planning of Mobile Robots Based on ABC Algorithm,” Lecture Notes in Computer Science, pp. 267–274, 2010. https://doi.org/10.1007/978-3-642-16527-6_3410.1007/978-3-642-16527-6_34Open DOISearch in Google Scholar

[5] T. Back, Evolutionary Algorithms in Theory and Practice. London, UK: Oxford University Press, 1996. http://doi.org/10.1002/(SICI)1099-0526(199703/04)2:4<26::AID-CPLX6>3.0.CO;2-710.1002/(SICI)1099-0526(199703/04)2:4<26::AID-CPLX6>3.0.CO;2-7Search in Google Scholar

[6] S. N. Sivanandam and S. N. Deepa, Introduction to Genetic Algorithms. Springer-Verlag Berlin Heidelberg, 2008. https://doi.org/10.1007/978-3-540-73190-010.1007/978-3-540-73190-0Open DOISearch in Google Scholar

[7] X.-S. Yang, “Engineering Optimizations via Nature-Inspired Virtual Bee Algorithms,” Lecture Notes in Computer Science, pp. 317–323, 2005. https://doi.org/10.1007/11499305_3310.1007/11499305_33Open DOISearch in Google Scholar

[8] D. Karaboga, “An Idea Based on Honey Bee Swarm for Numerical Optimization,” Lecture Notes in Computer Science Technical Report-TR06, Erciyes University, Engineering Faculty, Computer Engineering Department, 2005.Search in Google Scholar

[9] N. Elkhateeb and R. Badr, “Employing Artificial Bee Colony With Dynamic Inertia Weight for Optimal Tuning of PID Controller,” 5th International Conference on Modeling, Identification and Control, pp. 42–46, Cairo, Egypt, 2013.Search in Google Scholar

[10] G. Zhu and S. Kwong, “Gbest-Guided Artificial Bee Colony Algorithm for Numerical Function Optimization,” Applied Mathematics and Computation, vol. 217, no. 7, pp. 3166–3173, Dec. 2010. https://doi.org/10.1016/j.amc.2010.08.04910.1016/j.amc.2010.08.049Search in Google Scholar

[11] N. Elkhateeb and R. Badr, “A Novel Variable Population Size Artificial Bee Colony Algorithm with Convergence Analysis for Optimal Parameter Tuning,” International Journal of Computational Intelligence and Applications, vol. 16, no. 3, pp. 1750018, Sep. 2017. https://doi.org/10.1142/S146902681750018310.1142/S1469026817500183Search in Google Scholar

[12] X. Zhanga, K. F. Fongb, and S. Y. Yuena, “A Novel Artificial Bee Colony Algorithm for HVAC Optimization Problems,” HVAC&R Research, vol. 19, no. 6, pp. 715–731, 2013.Search in Google Scholar

[13] M.-C. Niculescu, “Real-Time Control Of A Two Link Manipulator Using Multi-Layered Perceptron’s,” Journal of Control Engineering and Applied Informatics, vol. 4, pp. 49–54, 2003.Search in Google Scholar

[14] J. G. Ziegler and N. B. Nichols, “Optimum Setting for Automatic Controllers,” Trans. ASME, vol. 64, pp. 759–768, 1942. https://doi.org/10.1115/1.289906010.1115/1.2899060Open DOISearch in Google Scholar

[15] D. Karaboga and B. Basturk, “A Powerful and Efficient Algorithm for Numerical Function Optimization: Artificial Bee Colony (ABC) Algorithm,” Journal of Global Optimization, vol. 39, no. 3, pp. 459–471, Apr. 2007. https://doi.org/10.1007/s10898-007-9149-x10.1007/s10898-007-9149-xOpen DOISearch in Google Scholar

[16] Z. Bingül and O. Karahan, “A Fuzzy Logic Controller Tuned With PSO for 2 DOF Robot Trajectory Control,” Expert Systems with Applications, vol. 38, no. 1, pp. 1017–1031, Jan. 2011. https://doi.org/10.1016/j.eswa.2010.07.13110.1016/j.eswa.2010.07.131Open DOISearch in Google Scholar

[17] N. A. Elkhateeb and R. I. Badr, “Dynamic Inertia Weight Artificial Bee Colony Versus GA and PSO for Optimal Tuning of PID Controller,” International Journal of Modelling, Identification and Control, vol. 22, no. 4, pp. 307, 2014. https://doi.org/10.1504/IJMIC.2014.06626210.1504/IJMIC.2014.066262Open DOISearch in Google Scholar

eISSN:
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Language:
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Engineering, Introductions and Overviews, other