首页> 外文会议>第四届国际计算机新科技与教育学术会议(2009 4th International Conference on Computer Science & Education)论文集 >Research on Application of IGA (Immune Genetic Algorithm) to the Solution of Course-Timetabling Problem
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Research on Application of IGA (Immune Genetic Algorithm) to the Solution of Course-Timetabling Problem

机译:IGA(免疫遗传算法)在排课问题求解中的应用研究

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摘要

A method of Course-Timetabling Problem is proposed based on immune genetic algorithm. Aimed at the flaws of the genetic algorithm, a method of immune genetic algorithm based on immune system theory and self-adaptation of the genetic operator was intruded. This algorithm could solve the problem of premature convergence of genetic algorithm and assure the diversity of the colony. The simulated results show that the effect of classes arrangement based on immune genetic algorithm was pretty good and this method can quickly and efficiently search for the global solution.
机译:提出了一种基于免疫遗传算法的排课问题方法。针对遗传算法的缺陷,提出了一种基于免疫系统理论和遗传算子自适应的免疫遗传算法。该算法可以解决遗传算法过早收敛的问题,保证了群体的多样性。仿真结果表明,基于免疫遗传算法的类排列效果很好,该方法可以快速有效地寻找全局解。

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