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遗传算法是一种基于生物自然选择和遗传机理随机搜索与优化方法。近年来,由于遗传算法在求解复杂优化问题中的巨大潜力及其在工业工程领域的成功应用,这种算法受到了国内外学者的广泛关注。本文介绍了遗传算法的基本原理、主要特征、主要应用,并用遗传算法平台解决生产高度优化问题,得出优化方案。
Genetic algorithm is a kind of random search and optimization method based on biological natural selection and genetic mechanism. In recent years, due to the great potential of genetic algorithms in solving complex optimization problems and their successful application in industrial engineering, this algorithm has drawn wide attention of domestic and foreign scholars. This paper introduces the basic principle, main characteristics and main application of genetic algorithm, and solves the problem of highly optimized production by using genetic algorithm platform to get the optimal solution.