【作者】 王福林； 王吉权； 吴昌友； 吴秋峰；

【Author】 Wang Fulin Wang Jiquan Wu changyou Yang hui (Northeast Agricultural University)

【机构】 东北农业大学工程学院；

【摘要】 本文在现有文献研究的基础上,对实数遗传算法又作了进一步研究,提出了一种改进算法。该算法不仅可快速产生初始种群,而且实现了子代种群的产生在优化方向上进行,提高了算法的搜索能力,克服了子代个体位置限制的不足,有利于保持种群的多样性,提高了避免未成熟收敛于局部最优解的能力。更多还原

【Abstract】 Based on the present literatures, real-coded genetic algorithm is further researched, and an improved method is proposed. This algorithm not only makes the initial population emerge quickly, but also makes offspring population produce in the direction of optimization, which increases the searching ability of this algorithm. The method overcomes the shortcoming of the limit of offspring individual position, and takes the advantage of keeping the variety of population, and promotes the best ability to avoid premature local convergence.更多还原