Because prediction of the load-carrying capacity of piles continues to chal
lenge geotechnical engineers, new solutions are needed. The problem is aggr
avated by the lack of understanding of the phenomena of soil-pile interacti
on, and the limited quantity and inexact quality of subsurface soil informa
tion that can be provided for analysis. The use of fuzzy set theory improve
s the engineer's ability to handle the uncertainty in the soil parameters a
nd the prediction methods and thus improves the reliability of the predicte
d capacity. A methodology for predicting pile capacity based on fuzzy set t
heory is developed and implemented in a computer program. The validity of t
he program results is evaluated using a US Federal Highway Administration (
FHWA) pile load test database. The comparison between predicted and measure
d ultimate capacities of piles in sand, clay and mixed soils shows that the
predictive capability of the developed program is very good.