Confined teaching-learning-based optimization with variable search strategies for continuous optimization

作者: Hsing-Chih Tsai

DOI: 10.1016/J.INS.2019.05.065

关键词: Teaching learningVariable (computer science)Premature convergenceMathematical optimizationComputer scienceContinuous optimizationMutation (genetic algorithm)Crossover

摘要: The well-known optimization approach teaching-learning-based optimization (TLBO) is modified by using a confined TLBO (CTLBO) to eliminate the teaching factor. Different settings …

参考文章(47)
Xin-She Yang, Suash Deb, Cuckoo Search via Lévy flights nature and biologically inspired computing. pp. 210- 214 ,(2009) , 10.1109/NABIC.2009.5393690
Dexuan Zou, Jianhua Wu, Liqun Gao, Steven Li, A modified differential evolution algorithm for unconstrained optimization problems Neurocomputing. ,vol. 120, pp. 469- 481 ,(2013) , 10.1016/J.NEUCOM.2013.04.036
Hsing-Chih Tsai, Novel Bees Algorithm Applied Mathematics and Computation. ,vol. 247, pp. 1161- 1172 ,(2014) , 10.1016/J.AMC.2014.09.079
R. Venkata Rao, Vivek Patel, Multi-objective optimization of heat exchangers using a modified teaching-learning-based optimization algorithm Applied Mathematical Modelling. ,vol. 37, pp. 1147- 1162 ,(2013) , 10.1016/J.APM.2012.03.043
Pinar Civicioglu, Backtracking Search Optimization Algorithm for numerical optimization problems Applied Mathematics and Computation. ,vol. 219, pp. 8121- 8144 ,(2013) , 10.1016/J.AMC.2013.02.017
Mustafa Servet Kiran, Huseyin Hakli, Mesut Gunduz, Harun Uguz, Artificial bee colony algorithm with variable search strategy for continuous optimization Information Sciences. ,vol. 300, pp. 140- 157 ,(2015) , 10.1016/J.INS.2014.12.043
Hira Zaheer, Millie Pant, Sushil Kumar, Oleg Monakhov, Emilia Monakhova, Kusum Deep, A new guiding force strategy for differential evolution International Journal of Systems Assurance Engineering and Management. ,vol. 8, pp. 2170- 2183 ,(2017) , 10.1007/S13198-014-0322-6
R.V. Rao, V.J. Savsani, D.P. Vakharia, Teaching-Learning-Based Optimization: An optimization method for continuous non-linear large scale problems Information Sciences. ,vol. 183, pp. 1- 15 ,(2012) , 10.1016/J.INS.2011.08.006
Feng Zou, Lei Wang, Xinhong Hei, Debao Chen, Dongdong Yang, Teaching–learning-based optimization with dynamic group strategy for global optimization Information Sciences. ,vol. 273, pp. 112- 131 ,(2014) , 10.1016/J.INS.2014.03.038