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Extending the Exploitation of Symmetries in Planning

机译:在规划中扩展对称性的开发

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Highly symmetric problems result in redundant search effort which can render apparently simple problems intractable. Whilst the potential benefits of symmetry-breaking have been explored in the broader search and constraint satisfaction community (see (Gent & Smith 2000; Ip & Dill 1996; Crawford et al. 1996) for examples) there has been relatively little interest in the exploitation of this potential in planning. An initial exploration of the benefits of symmetry-breaking in a Graphplan framework, by Fox and Long in 1999 (Fox & Long 1999) yielded promising results but failed to take into account the importance of identifying and exploiting new symmetries that arise during the search process. In this paper we extend the symmetry exploitation ideas described in (Fox & Long 1999) to handle new symmetries and report results obtained from a range of planning problems.
机译:高度对称的问题导致冗余搜索工作,这可以易于呈现显然简单的问题。在更广泛的搜索和约束满意度社区中探讨了对称性的潜在好处(见(Gent&Smith 2000; IP&Dill 1996; Crawford等,1996)的例子)对剥削的兴趣相对较少这个潜力在规划中。福克斯和1999年福克斯和长期以来一直探讨了对称性框架的利益(Fox&龙1999)产生了有希望的结果,但未能考虑到在搜索过程中识别和利用产生的新对称性的重要性。在本文中,我们扩展了(Fox&Long 1999)中描述的对称开发思想来处理新的对称性和从一系列计划问题获得的报告结果。

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