Design Optimization of a Concrete Face Rock-Fill Dam by Using Genetic Algorithm

被引:1
作者
Li, Yanlong [1 ]
Wang, Jing [1 ]
Xu, Zengguang [1 ]
机构
[1] Xian Univ Technol, State Key Lab Base Ecohydraul Engn Arid Area, Xian 710048, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Concretes - Cost engineering - Dams - Optimal systems;
D O I
10.1155/2016/4971048
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper combined with the adaptive principle to improve the genetic algorithms (GA) and applied it to optimal design of the shape of the concrete face rock-fill dam (CFRD). Based on the improved GA, a mathematical model was established for the design optimization of CFRD. CFRD utilizes dam cost as objective function and dam slope and geometries of the dam material partition as design variables. Dam stability, stress, displacement, and stress level are used as the main condition constraints. The calculation procedures were prepared, and the GA was used to optimize the design of Jishixia CFRD. Results show that the GA could solve the global optimal solution problem of complex optimization design, such as the high degree of nonlinearity and the recessiveness of constraint conditions, and using the GA to optimize the CFRD design can reduce the quantities of projects and engineering safety costs.
引用
收藏
页数:11
相关论文
共 20 条
[1]  
Ackley D., 1987, A Connectionist Machine for Genetic Hillclimbing
[2]  
Ankenbrandt C. A., 1990, FDN GENETIC ALGORITH, P53
[3]  
Asoh H, 1994, LECT NOTES COMPUT SC, V866, P88
[4]  
BERSINI H, 1992, PARALLEL PROBLEM SOLVING FROM NATURE, 2, P479
[5]  
Dai Xiao-ming, 2002, Journal of Shanghai Jiaotong University, V36, P1158
[6]  
Dzubera J, 1994, LECT NOTES COMPUT SC, V866, P68
[7]   AN INTRODUCTION TO SIMULATED EVOLUTIONARY OPTIMIZATION [J].
FOGEL, DB .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1994, 5 (01) :3-14
[8]  
Gao Xue-jin, 2007, Journal of Beijing University of Technology, V33, P144
[9]  
Goldberg D. E., 1987, Genetic Algorithms and their Applications: Proceedings of the Second International Conference on Genetic Algorithms, P1
[10]   Zoning Modulus Inversion Method for Concrete Dams Based on Chaos Genetic Optimization Algorithm [J].
Gu, Hao ;
Wu, Zhongru ;
Huang, Xiaofei ;
Song, Jintao .
MATHEMATICAL PROBLEMS IN ENGINEERING, 2015, 2015