A Discrete Hybrid Teaching-Learning-Based Optimization algorithm for optimization of space trusses

Subject Areas : Structural Engineering

Siamak Talatahari ¹ , Vahid Goodarzimehr ²

1 - Department of Civil Engineering, University of Tabriz, Tabriz, Iran 2 Engineering Faculty, Near East University, 99138 Nicosia, North Cyprus, 10 Mersin, Turkey
2 - Department of Civil Engineering, University of Tabriz, Tabriz, Iran

Received: 2018-11-11 Accepted : 2019-03-02 Published : 2020-06-01

Keywords:

References:

[1] Rajeev, S. and Krishnamoorthy, CS., “Discrete optimization of structures using genetic algorithms”, J Struct Eng, 118(5):1233–50, 1992.

[2] Cao, G. “Optimized design of framed structures using a genetic algorithm. PhD thesis”, The University of Memphis, TN; 1996.

[3] Wu, SJ. And Chow, PT. “Steady-state genetic algorithms for discrete optimization of trusses”. Computers and Structures, 56(6),979-91,1995.

[4] Camp, CV. and Bichon, BJ. “Design of space trusses using ant colony optimization”. J Struct Eng, 130(5), 741–51, 2004.

[5] Lee, KS. And Geem, ZW. “ A new structural optimization method based on the harmony search algorithm”. Computers & Structures, 82(9–10), 781–98, 2004

[6] Lee, KS., Geem, ZW., Lee, SH. and Bae, KW. “The harmony search heuristic algorithm for discrete structural optimization”. Engineering Optimization, 37(7), 663-84, 2005.

[7] Camp, CV.” Design of space trusses using big bang–big crunch optimization”. J Struct Eng, 133(7), 999–1008, 2007.

[8] Kaveh, A. and Talatahari, S. “Size optimization of space trusses using big bang–big crunch algorithm”. Comput Struct, 87(17–18):1129–40, 2009.

[9] Rao, RV.,  Savsani, VJ., Vakharia, DP. “Teaching–learning-based optimization: a novel method for constrained mechanical design optimization problems”. Computer Aided Design, 43(3):303–15, 2011.

[10] Sonmez, M. “Artificial bee colony algorithm for optimization of truss structures”. Appl Soft Comput, 11(2), 2406–18, 2011.

[11] Kaveh, A. Talatahari, S. “A novel heuristic optimization method: charged system search”, Acta Mechanica, 213, 267–289, 2010.

[12] Kaveh, A. Talatahari, S. “A hybrid particle swarm and ant colony optimization for design of truss structures”. Asian Journal of Civil Engineering, 9(4), 329_48, 2008.

[13] Li, LJ. Huang, ZB. Liu, F. “A heuristic particle swarm optimization method for truss structures with discrete variables”. Computers and Structures, 87(78), 435:43, 2009.

[14] Kaveh, A. Talatahari, S.” A particle swarm ant colony optimization for truss structures with discrete variables”. Journal of Constructional Steel Research, 65,1558-1568, 2009.

[15] Camp, CV. Farshchin, M. Design of space trusses using modified teaching-learning based optimization. Computers & Structures, 62–63: 87–97, 2014.

[16] Lee, KS. Sang, Whan. Han. SW. and Geem, ZW. “Discrete size and Discrete continuous configuration optimization methods for truss structures using the harmony search algorithm”. Int. J. Optim. Civil Eng, 1, 107-126, 2011.

[17] Meshki, H. and Joghataie, A. “Structural optimization by spherical interpolation of objective function and constraints”. Scintia Iranica, 23(2), 548-557, 2016.

[18] Kaveh, A. and Ilchi, M. “Computer codes for colloding bodies optimization and its enhanced version”. Int. J. Optim. Civil Eng, 4(3),321-339, 2014.

[19] Kaveh, A. Ilchi, Ghazaan. M. “A new meta-heuristic algorithm: Vibrating particles system, Scientia Iranica”. International Journal of Science and Technology, 24: 551-566, 2017.

[20] Gandomi, A. H., Alavi, A. H. “Krill herd: A new bio-inspired optimization algorithm”. Communications in Nonlinear Science and Numerical Simulation, 17, 4831–4845, 2012.

[21] Mirjalili, S. and Lewis, A. “The whale optimization algorithm", Advence  Engineering Software, 95: 51-67, 2016.

[22] Cheng, M-Y, Prayogo, D, Wu, Y-W, MarcellinusLukito M. “A Hybrid Harmony Search algorithm for discrete sizing optimization of truss structure”. Automation in Construction, 69: 21-33, 2016.

[23] Tuo, S, Yong, L, Deng, F, Li,  Y, Lin Y, Lu, Q. “A hybrid algorithm based on Harmony Search and Teaching-Learning-Based Optimization for complex high-dimensional optimization problems”. Pone, 10-1371, 2017.

[24] Ouyang, H. B. Gao, L. Q. Kong, X. Y, Zou D. X, & Li S. “Teaching-learning based optimization with global crossover for global optimization problems”. Applied Mathematics and Computation, 265, 533–556, 2015.

[25] Kaveh, A. and Rahami, H. “Analysis, design and optimization of structures using force method and genetic algorithm”. Int. J. Numer. Methods Eng. 65, pp. 1570-1584, 2016.

[26] Sadollah, A., Eskandar, H., Bahreininejad, A. and Kim, J.H. “Water cycle, mine blast and improved mine blast algorithms for discrete sizing optimization of truss structures”. Comput. Struct. 149, pp. 1-16, 2015.

[27] Kaveh, A. Talatahari, S. “Hybrid Algorithm of Harmony Search, Particle Swarm and Ant Colony for Structural Design Optimization”. In: Geem Z.W. (eds) Harmony Search Algorithms for Structural Design Optimization. Studies in Computational Intelligence, vol 239. Springer, Berlin, Heidelberg, 2009.