Abstract
Engineering experience may be written in mathematical form by using adaptive network-based fuzzy inference system (ANFIS). In this article we propose a method to use engineering experience and build a model, which can be used as a systematic decision support tool for engineers dealing with new problems. Planning geotechnical investigations is based on experience, which are used to obtain optimal number of investigation points, field and laboratory tests. To achieve this objective we define minimum number of investigation points and several input parameters which could increase or decrease the number of investigation points. The expert’s evaluations were put in a table, from which we generate the basis of the system. The paper presents a concept for planning geotechnical investigation for buildings using ANFIS and practical examples show its usefulness.
Original language | English |
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Pages (from-to) | 975-989 |
Number of pages | 15 |
Journal | Geotechnical and Geological Engineering |
Volume | 30 |
Issue number | 4 |
Early online date | 11 May 2012 |
DOIs | |
Publication status | Published - 31 Aug 2012 |
Externally published | Yes |
Keywords
- Geotechnical investigation
- Number of investigation points
- Field tests
- Laboratory tests
- Uncertainties
- Fuzzy sets
- Fuzzy inference system
- Adaptive network-based fuzzy inference system