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The Weapon-Target Assignment (WTA) problem is one of the most important problems of military applications of operations research. In this paper, hybrid Nested Partitions (NP) method is proposed to solve WTA problems. The proposed algorithm is named as "Hybrid NP method with intelligent greedy search". This proposed algorithm combines the advantages of the NP method and intelligent greedy search and shows great efficiency for solving the WTA problem.