A methodology for investigating isolated α and β partial dislocations in III-V semiconductors is presented. Using this method the 30° and 90°, α and β partial dislocations in GaAs are investigated. The structures of the proposed core reconstructions are investigated. For the 90° partials, two reconstructions have been proposed. The relative energies of the two reconstructions are investigated in addition to the structural investigation.