Optimization Design of High-Performance Concrete Based on Genetic Algorithm Toolbox of Matlab


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Genetic algorithm is a non-numerical optimization method which based on natural selection and population genetics.Using genetic algorithm to optimize the mix proportion design of high performance concrete, it takes into account the economic profitability on the foundation of satisfying the requirements of durability, strength, workability and dimensional stability of concrete, it establishes a mathematic model applying the performance of material as constraint condition, and the economic cost as optimization target.Using binary coding to represent the chromosome bit serial of individual, through selection, crossover, mutation and other genetic operator to conduct global probability search, taking the principle of “survival of the fittest”, finally achieve the best population and individual. Compare the results of optimization with the mix proportion in practice engineering case, we can reach the conclusion that Genetic Algorithm could reduce the cost, save energy, provides better use value on engineering practice.



Advanced Materials Research (Volumes 250-253)

Edited by:

Guangfan Li, Yong Huang and Chaohe Chen




X. S. Xie et al., "Optimization Design of High-Performance Concrete Based on Genetic Algorithm Toolbox of Matlab", Advanced Materials Research, Vols. 250-253, pp. 2672-2677, 2011

Online since:

May 2011




[1] Zhongwei Wu, Huizhen Lian, High Performance Concrete[M], Beijing: China Railway Publishing House, 1999, In Chinese.

[2] Luciano J, Miltenberger M. Predicting Chloride Diffusion Coefficients from Concrete Mixture Proportion. ACI Materials Journal, 1999 , 96 (6).

[3] Jiankui Chen, Dongmin Wang. Journal Of The Chinese Ceramic Society, 2000(4), In Chinese.

[4] Jianguo Han, Peiyu Yan. Journal Of The Chinese Ceramic Society, 2006(8), In Chinese.

[5] Yingjie Lei, Shanwen Zhang. Genetic Algorithm Toolbox and its application [M], Xi'an Electronic Science &Technology University Press, 2005, In Chinese.

[6] Jizong Wang. China Concrete And Cement Products, 2004(6), In Chinese.

[7] China Engineering Construction Standardization Association Standards, Technical Specification For Application Of High Performance Concrete(CECS 207: 2006), In Chinese.

[8] China Civil Engineering Society Standards, Guide to Durability Design and Construction of Reinforced Structures(CCES 01-2004), In Chinese.

[9] Chaojun Wan. Concrete 2002(3) , In Chinese.