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An Improved Ant Colony Algorithm and It's Application in Exam-Arrangement

机译:改进的蚁群算法及其在考试安排中的应用

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A exam-arrangement model with multi-constraints and optimization goal was constructed and an improved ant colony algorithm was proposed to solve the exam-arrangement optimization problem; To improve the self-adaptability of the algorithm, heuristic method was improved and pheromone updating strategy was modified by adjusting the pheromone residual according to the progress of the algorithm convergence,accordingly, the converging rate and global search capability were enthanced. Experimental results show that the optimal or nearly optimal solutions to the exam-arrangement can be quickly and effectively obtained by the improved ant colony algorithm.
机译:建立了具有多约束条件和优化目标的考试安排模型,提出了一种改进的蚁群算法来解决考试安排的优化问题。为了提高算法的自适应性,改进了启发式方法,并根据算法收敛的过程,通过调整信息素残差来修改信息素更新策略,从而提高了收敛速度和全局搜索能力。实验结果表明,采用改进的蚁群算法可以快速,有效地获得考试安排的最优解或接近最优解。

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