A cache optimal parameters search method which balances the performance and power dissipation is proposed.According to the cache evaluation index

prediction correction for parameter search space and search order is made to improve the result accuracy.It can reduce about 80% iterations of exhaustive method.At a modest loss of performance

it improves 13.4% of all parameters accuracy and 40% of capacity parameter accuracy of dimensionality reduction search method.