Abstrakti
In this paper, an attempt has been made in this study to grow the concept of modularity along with pruned networks for strength-ductility balance of high strength low alloy (HSLA) steel plates using lower and upperlayer pruning algorithms. Modelling of strength-ductility balance in case of high strength low alloy steel is a major concern in industrial research. In most cases, the cause of inferior mechanical properties of such steel products could not be clearly identified. The comparative analysis with standard fully-connected network and pruned network reveals an improved performance for pruned-modular architecture and explains the metallurgical phenomenon of HSLA steel in a better way.
Alkuperäiskieli | Ei tiedossa |
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Sivut | 354–372 |
Julkaisu | International Journal of Artificial Intelligence and Soft Computing |
Vuosikerta | 4 |
Numero | 4 |
DOI - pysyväislinkit | |
Tila | Julkaistu - 2014 |
OKM-julkaisutyyppi | A1 Julkaistu artikkeli, soviteltu |