Abstract: This paper devotes to incorporating a non-monotone strategy with an adjusted trust region radius to propose a more efficient trust region approach for unconstrained optimization. The primary objective of the paper is to introduce a more relaxed trust region approach based on a novel extension in trust region ratio and radius. The global convergence is proved under some reasonable conditionst.