 Alduy was re-elected to the municipality in a four-way race in 1993 and subsequently a three-way race in 1995 and 2001.After his failure in the legislative elections of 1993 and 1997, he was elected as senator of the Pyrénées-Orientales on the 23 September 2001.He then joined the UMP in 2002.