The searches are as a result of police deciding that it is likely that he went into the water after last being seen leaning over the railing on Chelsea bridge.
He attacked his ex-girlfriend, who remains in hospital, and her two daughters who have since been released.
Met Police commander Jon Savell is leading the investigations: