Volume 3, Number 3 and 4 (September & December 2005) | IJCE 2005, 3(3 and 4): 166-181 | Back to browse issues page


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KAVEH A., SHAHROUZI M.. DIRECT INDEX CODING FOR DISCRETE SIZING OPTIMIZATION OF STRUCTURES BY GENETIC ALGORITHMS. IJCE. 2005; 3 (3 and 4) :166-181
URL: http://ijce.iust.ac.ir/article-1-55-en.html

Abstract:   (5997 Views)
Genetic Algorithm is known as a generalized method of stochastic search and has been successfully applied to various types of optimization problems. By GA s it is expected to improve the solution at the expense of additional computational effort. One of the key points which controls the accuracy and convergence rate of such a process is the selected method of coding/decoding of the original problem variables and the discrete feasibility space to be searched by GAS. In this paper, a direct index coding (DIC) is developed and utilized for the discrete sizing optimization of structures. The GA operators are specialized and adopted for this kind of encoded chromosomes and are compared to those of traditional GA S. The well-known lO-bar truss example from literature is treated here as a comparison benchmark, and the outstanding computational efficiency and stability of the proposed method is illustrated. The application of the proposed encoding method is not limited to truss structures and can also be directly applied to frame sizing problems.
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