Component -based on Software Development is the most effective way to Software reuse in the process of Software Development Based on reusable Component, Component library management system plays an important role. In component library management system, the model of component classification and retrieval mechanism is one of the most basic core functions, and the effective retrieval mechanism can greatly decrease the cost of reuse, therefore, how to a large number of reusable components in the component library effectively retrieve became a component-based software development method to research the hot issues. This paper studies the component retrieval methods, and feasibility of artificial intelligence algorithm in the component retrieval are analyzed, and then according to the problem of component retrieval based on tabu search algorithm, designed the specific neighborhood structure and whole taboo processing method, and describes in detail the implementation process of the algorithm, the last of the algorithm is based on the simulation, the retrieval results, and it is the result of using traditional methods analyzed, prove the effectiveness of the proposed method.
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