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There are several heuristic search techniques, Tabu Search (TS) is one of them.TS based on generating the neighbor states but it has several problems in its work.This paper presents a new version of TS based on backtracking techniques (calledBTS) to reduce the effect of these problems. Two case studies have been solved usingBTS, 4-Color Map and Traveling Salesman Problem. The proposed algorithm givesgood results compare with the original, the iteration numbers are less and the localminimum or non-optimal solutions are less.