Sizing and topology optimization of truss structures using genetic programming

被引:47
作者
Assimi, Hirad [1 ]
Jamali, Ali [1 ]
Nariman-Zadeh, Nader [1 ]
机构
[1] Univ Guilan, Fac Engn, Dept Mech Engn, POB 3756, Rasht, Iran
关键词
Genetic programming; Topology optimization; Sizing optimization; Truss structure; PARTICLE SWARM; DESIGN OPTIMIZATION; SEARCH; ALGORITHM; SHAPE; SIZE;
D O I
10.1016/j.swevo.2017.05.009
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a genetic programming approach for simultaneous optimization of sizing and topology of truss structures. It aims to find the optimal cross-sectional areas and connectivities of the joints to achieve minimum weight in the search space. The structural optimization problem is subjected to kinematic stability, maximum allowable stress and deflection. This approach uses the variable-length representation of potential solutions in the shape of computer programs and evolves to the optimum solution. This method has the capability to identify redundant truss elements and joints in the design space. The obtained results are compared with existing popular and competent techniques in literature and its competence as a tool in the optimization problem are demonstrated in solving some benchmark examples, the proposed approach provided lighter truss structures than the available solutions reported in the literature.
引用
收藏
页码:90 / 103
页数:14
相关论文
共 57 条
[1]   DISTRIBUTED GENETIC ALGORITHM FOR STRUCTURAL OPTIMIZATION [J].
ADELI, H ;
KUMAR, S .
JOURNAL OF AEROSPACE ENGINEERING, 1995, 8 (03) :156-163
[2]  
[Anonymous], 2006, PEER CENT
[3]  
[Anonymous], 1991, P 1 EUR C ART LIF
[4]  
[Anonymous], 2003, Genetic programming IV: routine human-competitive machine intelligence
[5]  
[Anonymous], P NATO ADV RES WORKS, DOI DOI 10.1007/978-94-011-1804-0
[6]   An elitist self-adaptive step-size search for structural design optimization [J].
Azad, S. Kazemzadeh ;
Hasancebi, O. .
APPLIED SOFT COMPUTING, 2014, 19 :226-235
[7]   Design of space trusses using modified teaching-learning based optimization [J].
Camp, C. V. ;
Farshchin, M. .
ENGINEERING STRUCTURES, 2014, 62-63 :87-97
[8]   Design of space trusses using big bang-big crunch optimization [J].
Camp, Charles V. .
JOURNAL OF STRUCTURAL ENGINEERING-ASCE, 2007, 133 (07) :999-1008
[9]   A Hybrid Harmony Search algorithm for discrete sizing optimization of truss structure [J].
Cheng, Min-Yuan ;
Prayogo, Doddy ;
Wu, Yu-Wei ;
Lukito, Martin Marcellinus .
AUTOMATION IN CONSTRUCTION, 2016, 69 :21-33
[10]   A Competitive Swarm Optimizer for Large Scale Optimization [J].
Cheng, Ran ;
Jin, Yaochu .
IEEE TRANSACTIONS ON CYBERNETICS, 2015, 45 (02) :191-204