Abstract: A new nonmonotone linear search technique was introduced, which includes the traditional monotone linear search rule and some existing nonmonotone linear search rules as special cases. Based on this new nonmonotone linear search technique, a smoothing algorithm for solving the absolute value equation was proposed. The algorithm is globally and locally quadratically convergent. Numerical experiments demonstrated the efficiency of the algorithm.