The composition-dependent crystal structure, volume, elastic constants, and electronic structure of alloys are systematically studied by using first-principles EMTO-CPA calculations. It is shown that the fcc and structures co-exist in the alloys with whereas for , the structure is more and more preferable and around , it tends to be stabilized alone. The evaluated of the structure, being negative deviation from Vegard's law, turns out to be in good agreement with the experimental result. For , the estimated , , , and of both the fcc and structures are in line with the measured data, whereas when , only those of the structure are close to the experimental results. The electronic hybridization between Pu and atoms is dominated by Pu for the , and states but for the state. The strong interactions between Pu and atoms in the same site of the structure should be responsible for its relative stability in the alloys with . The electron-phonon coupling further decreases the phase stability of with increasing .