in the design of rf power amplifier,power added efficiency is directly proportional to the ouput power then why power added efficiency decreases when increase in out power magnitude?
Because with PAE not only the ouput power is considered but also the input power. It means, if you have a quite low gain amplifier, the amplifier is not "producing" the output power. Most of it comes from the input power and PAE drops.