【摘要】 应用改进型蚁群算法解决车间作业调度问题。在原有标准蚁群算法的基础上采用了新的状态转移规则,讨论了各种不同的轨迹更新规则对仿真结果的影响,并通过统计数据验证了改进型蚁群算法优于标准的蚁群优化算法。由于算法中的参数对算法的求解效率和求解结果都有一定的影响,所以对此也进行了初步的研究,得到了运行较好的参数取值范围。更多还原

【Abstract】 The novel transition rule and the different pheromone reinforcement rules are discussed in this paper when ant colony systems are applied to minimizing the make-span in job shop scheduling problem.The statistic results verify that improved ant colony systems are more efficient than the standard ant colony system.The algorithm parameter settings seem to play a crucial role in its efficiency and determine the quality of solutions,so some statistic analysis for parameter tuning is given.更多还原