(Abstract) This paper designs rotor structure of permanent magnet synchronous generator which have high output power and less permanent magnet volume by the topology optimization method. The optimized rotor has a structure in which the magnet is biased in the direction of rotation. The output power is 1.2 times as large as that of the Prius type generator.