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Nested Precedence Networks with Alternatives: Recognition, Tractability, and Models

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Artificial Intelligence: Methodology, Systems, and Applications (AIMSA 2008)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 5253))

Abstract

Integrated modeling of temporal and logical constraints is important for solving real-life planning and scheduling problems. Logical constrains extend the temporal formalism by reasoning about alternative activities in plans/schedules. Temporal Networks with Alternatives (TNA) were proposed to model alternative and parallel processes, however the problem of deciding which activities can be consistently included in such networks is NP-complete. Therefore a tractable subclass of Temporal Networks with Alternatives was proposed. This paper shows formal properties of these networks where precedence constraints are assumed. Namely, an algorithm that effectively recognizes whether a given network belongs to the proposed sub-class is studied and the proof of tractability is given by proposing a constraint model where global consistency is achieved via arc consistency.

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Danail Dochev Marco Pistore Paolo Traverso

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Barták, R., Čepek, O. (2008). Nested Precedence Networks with Alternatives: Recognition, Tractability, and Models. In: Dochev, D., Pistore, M., Traverso, P. (eds) Artificial Intelligence: Methodology, Systems, and Applications. AIMSA 2008. Lecture Notes in Computer Science(), vol 5253. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-85776-1_20

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  • DOI: https://doi.org/10.1007/978-3-540-85776-1_20

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-85775-4

  • Online ISBN: 978-3-540-85776-1

  • eBook Packages: Computer ScienceComputer Science (R0)

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