I think you may be exaggerating how frequently this is done although I may be wrong.
from Wikipedia:
House demolition has been used in an on-again-off-again fashion by the Israeli government during the Second Intifada. More than 3,000 homes have been destroyed in this way.[47] House demolition was used to destroy the family homes of Saleh Abdel Rahim al-Souwi,[48] perpetrator of the Tel Aviv bus 5 massacre, and Yahya Ayyash,[49] Hamas's chief bomb maker, known as "the engineer", as well as the perpetrators of the first and second Jerusalem bus 18 massacres, and the Ashkelon bus station bombing.[50]