离散事件系统的增量调度

S. Ware, R. Su
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引用次数: 10

摘要

如何协调多个机器人的运动是机器人领域的一个常见问题。由于这个问题是pspace完全的,它通常由不完全算法来解决,这些算法在计算上是可处理的,但不能保证即使存在解决方案也会找到解决方案。在这项工作中,我们在(离散事件系统)DES环境中使用优先规划的协调方法。我们开发并实现了一种在DES中使用优先规划的算法。该算法被证明是对标准优先规划方法的改进,能够在更大比例的实例中找到多机器人运动规划问题的有效解决方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Incremental scheduling of discrete event systems
A common problem in the field of robotics is how to coordinate the motion of multiple robots. As this problem is PSPACE-complete it is generally solved by incomplete algorithms which are computationally tractable but cannot guarantee that a solution will be found even if a solution exists. In this work we use the coordination method of prioritized planning in a (Discrete Event Systems) DES context. We develop and implement an algorithm for using prioritized planning in DES. The algorithm is showned to be an improvement over the standard prioritized planning approach in terms of being capable of finding a valid solution to the multi-robot motion-planning problem in a greater percentage of instances.
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