The paper describes the development of a simple theoretical approach in est
imating the capacity of short reinforced concrete (RC) columns under biaxia
l bending and axial load. The developed approach considers the nonlinear st
ress-strain relations of concrete and reinforcing steel and does not make t
he assumption about the limiting strain of extreme compression fiber of con
crete. The solution is obtained using a nonlinearly constrained optimizatio
n algorithm. The approach was used to estimate the theoretical capacities o
f many tested RC columns found in the literature. A probabilistic analysis
of the modeling errors was carried out using the ratios of the test-to-pred
icted results. The probabilistic analysis was extended to include two simpl
ified theoretical methods: the reciprocal load method given by Bresler and
the failure surface method given by Hsu.