cs.AI updates on arXiv.org 10月06日
新概念“可能性”应用于规划问题
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本文提出一种新的可能性概念,区别于Zadeh的经典定义,侧重于现实事件的可能性计算,并应用于规划问题,提供了一种评估不同规划方案可行性的新方法。

arXiv:2510.02655v1 Announce Type: new Abstract: This paper offers a new concept of {\it possibility} as an alternative to the now-a-days standard concept originally introduced by L.A. Zadeh in 1978. This new version was inspired by the original but, formally, has nothing in common with it other than that they both adopt the {\L}ukasiewicz multivalent interpretation of the logical connectives. Moreover, rather than seeking to provide a general notion of possibility, this focuses specifically on the possibility of a real-world event. An event is viewed as having prerequisites that enable its occurrence and constraints that may impede its occurrence, and the possibility of the event is computed as a function of the probabilities that the prerequisites hold and the constraints do not. This version of possibility might appropriately be applied to problems of planning. When there are multiple plans available for achieving a goal, this theory can be used to determine which plan is most possible, i.e., easiest or most feasible to complete. It is speculated that this model of reasoning correctly captures normal human reasoning about plans. The theory is elaborated and an illustrative example for vehicle route planning is provided. There is also a suggestion of potential future applications.

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可能性理论 规划问题 逻辑连接词 概率计算 车辆路径规划
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