In atomic theory new substances are formed when the atoms of other substances are rearranged. In this kind of change the is total number of atoms conserved?

Yes, in chemical reactions where atoms are rearranged to form new substances, the total number of atoms remains constant. This is known as the law of conservation of mass. Each atom present in the reactants will be accounted for in the products, even if they are rearranged into new combinations.