In this paper, we have constructed a new algorithm for unconstrained optimization. The algorithm combines the idea of Newton method with the strategy of filter-linear-search algorithm. One hand, the searching process of direction is similar to Newton method; on the other hand, when the new point will be accepted, we adopt the strategy of filter-linear-search algorithm. In a...