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《CONTROL THEORY & APPLICATIONS》 1996-03
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The Analysis on Running Mechanism of Genetic Algorithm

YUN Weimin and XI Yugeng (Department of Automation, Shanghai Jiao Tong University. Shanghai, 200030, PRC)  
Genetic algorithm(GA) is a kind of adaptive, heuristic, probabilistic and iterated searching algorithm, which has attracted many subjects. The architecture and running process of genetic algorithm are analyzed first as the example of function optimization in the paper, then, the global optimum and seaching efficiency are studied. The new concept of effective gene and effective gene mutation are proposed. The new schema produced during one.genetic operation are derived as O(2n-1). Finally, the conclusion is given.
【Fund】: 国家自然科学基金 上海市自然科学基金
【CateGory Index】: TP18
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