Paper Info
Title
Reverse Extraction of Early-Age Hydration Kinetic Equation of Portland Cement Using Gene Expression Programming with Similarity Weight Tournament Selection.
Abstract
The early stages of portland cement hydration directly affect the physical properties of cement. Therefore, it is necessary to research the hydration process in the early stages of portland cement. Owning to the cement hydration process includes a large number of chemical and physical changes, researching the cement hydration process faces many difficulties. In this paper, early-age hydration kinetic equation is reverse extracted from cement hydration heat data using gene expression programming (GEP) with similarity weight tournament (SWT) selection operator. The method clever use the cement hydration heat data and the powerful performance of genetic expression programming. In addition, the effectiveness of the proposed method is improved using SWT selection operator. The result shows that the performance of GEP method with SWT selection operator is better than traditional GEP.
Year
DOI
Venue
2017
10.1007/978-3-319-76354-5_13
INNOVATIONS IN BIO-INSPIRED COMPUTING AND APPLICATIONS, IBICA 2017
Field
DocType
Volume
Gene expression programming,Mathematical optimization,Portland cement,Selection operator,Kinetic equations,Tournament selection,Cement,Mathematics
Conference
735
ISSN
Citations 
PageRank 
2194-5357
0
0.34
References 
Authors
4
7
Name
Order
Citations
PageRank
Mengfan Zhi100.34
Ziqiang Yu283.89
Bo Yang349131.71
Lin Wang416227.96
Liangliang Zhang503.38
Jifeng Guo6515.53
Xuehui Zhu732.06