Layout Optimization of Braced Frames Using Differential Evolution Algorithm and Dolphin Echolocation Optimization

In this study, topology optimization is applied to concentrically braced frames in order to find economical solutions for conventional structural steel frames. Dierential Evolution Algorithm and Dolphin Echolocation Optimization are applied for structural optimization. Numerical examples are studied and results of comparison with other meta-heuristic algorithms, including Genetic Algorithm, Ant colony optimization, Particle Swarm, and Big Bang-Big Crunch are presented.

[1]  Rainer Storn,et al.  Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces , 1997, J. Glob. Optim..

[2]  Jack C. McCormac.  Structural Steel Design , 1981 .

[3]  Amir Hossein Alavi,et al.  Krill herd: A new bio-inspired optimization algorithm , 2012 .

[4]  Xin-She Yang,et al.  Bat algorithm for multi-objective optimisation , 2011, Int. J. Bio Inspired Comput..

[5]  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.

[6]  A. Kaveh,et al.  A new meta-heuristic method: Ray Optimization , 2012 .

[7]  N. Null.  Minimum Design Loads for Buildings and Other Structures , 2003 .

[8]  Ali Kaveh,et al.  An efficient hybrid particle swarm strategy, ray optimizer, and harmony search algorithm for optimal design of truss structures , 2014 .

[9]  Ali Kaveh,et al.  A unified approach to parameter selection in meta-heuristic algorithms for layout optimization , 2011 .

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

[11]  C. D. Gelatt,et al.  Optimization by Simulated Annealing , 1983, Science.

[12]  Ali.  A multiset charged system search for truss optimization with variables of different natures ; element grouping , 2011 .

[13]  A. Kaveh,et al.  A new optimization method: Dolphin echolocation , 2013, Adv. Eng. Softw..

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

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

[16]  Ardeshir Bahreininejad,et al.  Water cycle algorithm - A novel metaheuristic optimization method for solving constrained engineering optimization problems , 2012 .

[17]  Ali Kaveh,et al.  A multi-set charged system search for truss optimization with variables of different natures; element grouping , 2011 .

[18]  Ali Kaveh,et al.  Colliding Bodies Optimization , 2021, Advances in Metaheuristic Algorithms for Optimal Design of Structures.

[19]  Ali Kaveh,et al.  Optimal design of structures with multiple natural frequency constraints using a hybridized BB-BC/Quasi-Newton algorithm , 2013 .

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

[21]  David E. Goldberg,et al.  Genetic algorithms and Machine Learning , 1988, Machine Learning.