Reaction systems with nondeterministic behaviour.

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Title: Reaction systems with nondeterministic behaviour.
Authors: Aman, Bogdan1,2 (AUTHOR) bogdan.aman@iit.academiaromana-is.ro, Ciobanu, Gabriel1 (AUTHOR) gabriel.ciobanu@iit.academiaromana-is.ro
Source: Natural Computing. Sep2025, Vol. 24 Issue 3, p719-730. 12p.
Subjects: Asynchronous circuits, Dynamical systems, Computer simulation, Stochastic systems, Stochastic processes
Abstract: The evolution of a reaction system is usually achieved by applying a maximal set of reactions in a deterministic manner. In this paper, we consider reaction systems characterized by nondeterministic behaviour, where the set of applied reactions does not contain all enabled reactions, but only a subset of them based on specific constraints, particularly emphasizing on asynchronous reaction systems and restricted reaction systems. The nondeterministic approach facilitates a more realistic modelling of complex systems, where multiple potential behaviours can arise from a given set of reactions. Our aim is to explore different types of nondeterminism in reaction systems, investigating their behavioural properties, and examining the connections between the behaviour of asynchronous reaction systems and the behaviour of restricted reaction systems. [ABSTRACT FROM AUTHOR]
Copyright of Natural Computing is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract. (Copyright applies to all Abstracts.)
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  Data: Reaction systems with nondeterministic behaviour.
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  Data: <searchLink fieldCode="DE" term="%22Asynchronous+circuits%22">Asynchronous circuits</searchLink><br /><searchLink fieldCode="DE" term="%22Dynamical+systems%22">Dynamical systems</searchLink><br /><searchLink fieldCode="DE" term="%22Computer+simulation%22">Computer simulation</searchLink><br /><searchLink fieldCode="DE" term="%22Stochastic+systems%22">Stochastic systems</searchLink><br /><searchLink fieldCode="DE" term="%22Stochastic+processes%22">Stochastic processes</searchLink>
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  Data: The evolution of a reaction system is usually achieved by applying a maximal set of reactions in a deterministic manner. In this paper, we consider reaction systems characterized by nondeterministic behaviour, where the set of applied reactions does not contain all enabled reactions, but only a subset of them based on specific constraints, particularly emphasizing on asynchronous reaction systems and restricted reaction systems. The nondeterministic approach facilitates a more realistic modelling of complex systems, where multiple potential behaviours can arise from a given set of reactions. Our aim is to explore different types of nondeterminism in reaction systems, investigating their behavioural properties, and examining the connections between the behaviour of asynchronous reaction systems and the behaviour of restricted reaction systems. [ABSTRACT FROM AUTHOR]
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  Data: <i>Copyright of Natural Computing is the property of Springer Nature and its content may not be copied or emailed to multiple sites without the copyright holder's express written permission. Additionally, content may not be used with any artificial intelligence tools or machine learning technologies. However, users may print, download, or email articles for individual use. This abstract may be abridged. No warranty is given about the accuracy of the copy. Users should refer to the original published version of the material for the full abstract.</i> (Copyright applies to all Abstracts.)
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        Value: 10.1007/s11047-025-10034-9
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      – Code: eng
        Text: English
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      – SubjectFull: Asynchronous circuits
        Type: general
      – SubjectFull: Dynamical systems
        Type: general
      – SubjectFull: Computer simulation
        Type: general
      – SubjectFull: Stochastic systems
        Type: general
      – SubjectFull: Stochastic processes
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      – TitleFull: Reaction systems with nondeterministic behaviour.
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              M: 09
              Text: Sep2025
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              Y: 2025
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