Planning geotechnical investigation using ANFIS

Bojan Žlender*, Primož Jelušič, Djamalddine Boumezerane

*Corresponding author for this work

Research output: Contribution to journalArticle

11 Citations (Scopus)

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 languageEnglish
Pages (from-to)975-989
Number of pages15
JournalGeotechnical and Geological Engineering
Volume30
Issue number4
Early online date11 May 2012
DOIs
Publication statusPublished - 31 Aug 2012
Externally publishedYes

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Keywords

  • Geotechnical investigation
  • Number of investigation points
  • Field tests
  • Laboratory tests
  • Uncertainties
  • Fuzzy sets
  • Fuzzy inference system
  • Adaptive network-based fuzzy inference system

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