Planning Geotechnical Investigation Using ANFIS

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 probl...

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Veröffentlicht in:Geotechnical and geological engineering 2012-08, Vol.30 (4), p.975-989
Hauptverfasser: Žlender, Bojan, Jelušič, Primož, Boumezerane, Djamalddine
Format: Artikel
Sprache:eng
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Zusammenfassung: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.
ISSN:0960-3182
1573-1529
DOI:10.1007/s10706-012-9520-7