Characteristic Analysis on Swelling-shrinkage Grade of Expansive Soil

DOI

10.2991/icmce-14.2014.128How to use a DOI?

Keywords

Characterization, Expansive Soil, Fuzzy Sets, Fuzzy C Means Algorithm

Abstract

Relying on North Water Transfer Project, the physical and mechanical indexes that reflect the characterization of expansive soil mechanism and characteristics are deeply investigated. Arming to uncertainty, noise and multi-modal in general experimental of expansive soil, fuzzy sets are introduced to clustering and traditional hard clustering objective function is extended to fuzzy clustering criterion function, then a flexible fuzzy C means algorithm are constituted. Applicability of algorithm for identification and classification of multiple targets is studied to search for a reasonable classification criteria.

Copyright

© 2014, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Zhan-Bin WANG
AU  - Bin HUANG
AU  - Fan TAN
AU  - Yan-Yong XU
PY  - 2014/12
DA  - 2014/12
TI  - Characteristic Analysis on Swelling-shrinkage Grade of Expansive Soil
BT  - Proceedings of the 2014 International Conference on Mechanics and Civil Engineering
PB  - Atlantis Press
SP  - 733
EP  - 737
SN  - 2352-5401
UR  - https://doi.org/10.2991/icmce-14.2014.128
DO  - 10.2991/icmce-14.2014.128
ID  - WANG2014/12
ER  -