A reasoning system for uncertain and dynamic environments

Lu, Zhirui, Augusto, Juan Carlos ORCID: https://orcid.org/0000-0002-0321-9150, Liu, Jun, Wang, Hui and Aztiria, Asier (2012) A reasoning system for uncertain and dynamic environments. International Journal on Artificial Intelligence Tools, 21 (5) . ISSN 0218-2130 [Article] (doi:10.1142/S0218213012500236)

Abstract

Decision-making on uncertain and dynamic domains is still a challenging research area. This paper explores a solution to handle such complex decision making based on a combined logic system. We provide an explanation of our reasoning system focused on the algorithms and their implementations.
The reasoning system is based on a multi-valued temporal propositional logic which we use as the foundation for the implementation of simulation/prediction and query answering tools. This system is available for users to represent knowledge and to refine these systems to debug them and to try different problem solving strategies. We provide examples to illustrate how the system can be used
including a problem based on a real smart environment.

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