A comparative study of CBO and ECBO for optimal design of skeletal structures

The colliding bodies optimization (CBO), is employed for size optimization of skeletal structures.The enhanced colliding bodies optimization (ECBO) is applied to two truss and two frame structures.The capability of the CBO and ECBO are compared through four benchmark examples. The recently developed method, colliding bodies optimization (CBO), is employed for size optimization of skeletal structures. The enhanced colliding bodies optimization (ECBO) that utilizes memory to save some historically best solution and uses a random procedure to avoid local optima is also applied to skeletal structures. The capability of the CBO and ECBO are compared through two trusses and two frames structures. The design constraints of steel frames are imposed according to the provisions of LRFD-AISC. The numerical results show the successful performance of the ECBO algorithm in comparison to the CBO, and some other well-known meta-heuristics in structural optimization.

[1]  Charles V. Camp DESIGN OF SPACE TRUSSES USING BIG BANG–BIG CRUNCH OPTIMIZATION , 2007 .

[2]  Ali Kaveh,et al.  An improved ray optimization algorithm for design of truss structures , 2013 .

[3]  Ibrahim Eksin,et al.  A new optimization method: Big Bang-Big Crunch , 2006, Adv. Eng. Softw..

[4]  Feng Liu,et al.  A heuristic particle swarm optimization method for truss structures with discrete variables , 2009 .

[5]  A. Kaveh,et al.  Colliding Bodies Optimization method for optimum design of truss structures with continuous variables , 2014, Adv. Eng. Softw..

[6]  Siamak Talatahari,et al.  Optimum design of skeletal structures using imperialist competitive algorithm , 2010 .

[7]  S. O. Degertekin,et al.  Sizing truss structures using teaching-learning-based optimization , 2013 .

[8]  A. Kaveh,et al.  Size optimization of space trusses using Big Bang-Big Crunch algorithm , 2009 .

[9]  Barron J. Bichon,et al.  Design of Steel Frames Using Ant Colony Optimization , 2005 .

[10]  Siamak Talatahari,et al.  A particle swarm ant colony optimization for truss structures with discrete variables , 2009 .

[11]  A. Kaveh,et al.  A DISCRETE BIG BANG - BIG CRUNCH ALGORITHM FOR OPTIMAL DESIGN OF SKELETAL STRUCTURES , 2010 .

[12]  Mustafa Sonmez,et al.  Discrete optimum design of truss structures using artificial bee colony algorithm , 2011 .

[13]  A. Kaveh,et al.  Enhanced colliding bodies optimization for design problems with continuous and discrete variables , 2014, Adv. Eng. Softw..

[14]  Kamran Behdinan,et al.  Particle swarm approach for structural design optimization , 2007 .

[15]  S. O. Degertekin Optimum design of steel frames using harmony search algorithm , 2008 .

[16]  A. Kaveh,et al.  Charged system search for optimal design of frame structures , 2012, Appl. Soft Comput..

[17]  John H. Holland,et al.  Adaptation in Natural and Artificial Systems: An Introductory Analysis with Applications to Biology, Control, and Artificial Intelligence , 1992 .

[18]  Ali Kaveh,et al.  Advances in Metaheuristic Algorithms for Optimal Design of Structures , 2014 .

[19]  Siamak Talatahari,et al.  Hybrid Algorithm of Harmony Search, Particle Swarm and Ant Colony for Structural Design Optimization , 2009 .

[20]  A. Kaveh,et al.  A novel heuristic optimization method: charged system search , 2010 .

[21]  Luciano Lamberti,et al.  An efficient simulated annealing algorithm for design optimization of truss structures , 2008 .

[22]  Charles V. Camp,et al.  Design of Space Trusses Using Ant Colony Optimization , 2004 .

[23]  O. Hasançebi,et al.  Optimal design of planar and space structures with genetic algorithms , 2000 .

[24]  Russell C. Eberhart,et al.  A new optimizer using particle swarm theory , 1995, MHS'95. Proceedings of the Sixth International Symposium on Micro Machine and Human Science.

[25]  Siamak Talatahari,et al.  Optimal design of skeletal structures via the charged system search algorithm , 2010 .

[26]  Marco Dorigo,et al.  Ant system: optimization by a colony of cooperating agents , 1996, IEEE Trans. Syst. Man Cybern. Part B.

[27]  Zong Woo Geem,et al.  A New Heuristic Optimization Algorithm: Harmony Search , 2001, Simul..

[28]  조효남,et al.  Load & Resistance Factor Design - AISC , Manual of Steel Construction , 2nd Edition - , 1995 .

[29]  S. O. Degertekin Improved harmony search algorithms for sizing optimization of truss structures , 2012 .