Real estate evaluation is of great importance and interest to many soc
io-economic agents, especially to property buyers and sellers for pers
onal benefits, municipalities for tax purposes, financial institutions
for loan policies, and to real estate brokerage firms for marketing a
ctivities. Although these agents are motivated in their actions by dif
ferent objectives, even conflicting at times, they all desire to have
a realistic description of the real estate market behavior in order to
make right and timely decisions. This article presents an estimation
model to describe the behavior of real estate markets. The model is ba
sed on certain observable real estate market data as well as on the pe
rceptions of real estate agents who are active in the market. The para
meters that describe the behavior of the real estate market are estima
ted, through the estimation model, using mathematical programming tool
s within a multiple criteria analysis context. The usefulness and appl
icability of the approach is empirically shown through an implementati
on using the data of the City of Edmonton, Alberta, Canada.