带部分回溯的过滤束搜索算法及其在Job Shop问题中的应用

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束搜索(Beam search)方法是在分枝定界方法基础上发展起来的一种启发式优化方法,由于这类方法在确定分枝搜索方向时仅考虑了当前的局部信息,因此易陷入局部极值.在过滤束搜索(filtered beam search)方法的基础上提出了一种改进思路,即在局部评价和全局评价的基础上增加部分回溯.通过引入有效的部分回溯策略,部分被舍弃的结点被重新评估并最终找到更好的解,从而可避免过早陷入局部极值.通过对48个标准问题的计算和比较,结果显示改进后的方法能有效提高解的质量.
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