To forecast the intention of resettlement in advance

referring to the physical survey results of land acquisition and resettlement for the Lianhu Reservoir project in Lishui City

this article establishes an forecasting model for reservoir resettlement intention based on BO-LSTM

with resettlement intention as the output and basic information of reservoir immigrants(including gender

age

education

etc.) as the input. The results show that:(1) The intelligent forecasting model for the resettlement intention of reservoir immigrants based on BO-LSTM has a certain degree of accuracy and can reflect the resettlement intention to a certain extent;(2) Among the remaining 1598 unannounced immigrants

it is forecast that about 730 immigrants will choose high-rise apartment resettlement sites

and 868 immigrants will choose townhouse resettlement sites;(3) According to the two-way distribution probability function analysis

the probability of 680 to 880 people choosing high-rise apartment resettlement sites exceeds 90%. The research results can provide references for the resettlement planning work in practical project.