Testing is a very crucial process of assuring products reliability and trust dependencies. Thus for achieving maximum coverage the test must be generated from overall distributed regions of input domains and known as partition testing. But it gives optimal results for homogeneous regions. Random testing serve better than partition testing but is also generating high computation overheads. Another technique is Adaptive Random technique having adaptive nature of regenerating and passing some of the test cases back to the input for correcting the next test cases lined to be passed.