Application of Teaching-Learning-Based-Optimization algorithm for the discrete optimization of truss structures

被引：51

作者：

Dede, Tayfun ^{[1
]}

机构：

[1] Karadeniz Tech Univ, Dept Civil Engn, TR-61080 Trabzon, Turkey

来源：

KSCE JOURNAL OF CIVIL ENGINEERING | 2014年 / 18卷 / 06期

关键词：

teaching-learning-based optimization; discrete optimization; truss structure; weight minimization; GENETIC ALGORITHMS; DESIGN;

D O I：

10.1007/s12205-014-0553-8

中图分类号：

TU [建筑科学];

学科分类号：

0813 ;

摘要：

The aim of this study is to present a new efficient optimization algorithm called Teaching-Learning-Based Optimization (TLBO). The TLBO algorithm is based on the effect of the influence of a teacher on the output of learners in a class. Several benchmark problem related truss structures with discrete design variables are used to show the efficiency of the TLBO algorithm and the results are compared with those reported in the literature. It is concluded that the TLBO algorithm presented in this study can be effectively used in the weight minimization of truss structures.

引用

页码：1759 / 1767

页数：9

共 21 条

[1]

[Anonymous], 1975, Ann Arbor

[2] Design of space trusses using ant colony optimization [J].

Camp, CV ;

Bichon, BJ .

JOURNAL OF STRUCTURAL ENGINEERING, 2004, 130 (05) :741-751

[3] Rank-based ant colony algorithms for truss weight minimization with discrete variables [J].

Capriles, Priscila V. S. Z. ;

Fonseca, Leonardo G. ;

Barbosa, Helio J. C. ;

Lemonge, Afonso C. C. .

COMMUNICATIONS IN NUMERICAL METHODS IN ENGINEERING, 2007, 23 (06) :553-575

[4] THERMODYNAMICAL APPROACH TO THE TRAVELING SALESMAN PROBLEM - AN EFFICIENT SIMULATION ALGORITHM [J].

CERNY, V .

JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1985, 45 (01) :41-51

[5]

DORIGO M., 1991, Ant Colony Optimization-new optimization techniques in engineering, P101

[6] A new heuristic optimization algorithm: Harmony search [J].

Geem, ZW ;

Kim, JH ;

Loganathan, GV .

SIMULATION, 2001, 76 (02) :60-68

[7] Optimization of trusses using genetic algorithms for discrete and continuous variables [J].

Ghasemi, MR ;

Hinton, E ;

Wood, RD .

ENGINEERING COMPUTATIONS, 1999, 16 (2-3) :272-301

[8]

Goldberg DavidE., 2007, Genetic Algorithms in Search, Optimization Machine Learning

[9]

Kaveh A, 2011, INT J CIV ENG, V9, P1

[10] A particle swarm ant colony optimization for truss structures with discrete variables [J].

Kaveh, A. ;

Talatahari, S. .

JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH, 2009, 65 (8-9) :1558-1568

← 1 2 3 →