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Prognostic prediction model for esophageal cancer based on probability membrane systems
Esophageal squamous cell carcinoma (ESCC) is a clinically common heterogeneous malignant tumor of the digestive system and also one of the diseases...
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Solving a PSPACE-complete problem by symport/antiport P systems with promoters and membrane division
Symport/antiport P systems with membrane division are parallel computing models, which can solve NP -complete problems in polynomial time. In this...
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P systems with reactive membranes
Membranes are one of the key concepts in P systems and membrane computing, and a lot of research activities focus on their properties and possible...
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Membrane creation and symport/antiport rules solving QSAT
In Membrane Computing, different variants of devices can be found by changing both syntactical and semantic ingredients. These devices are usually...
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Identification of Domain Phases in Selected Lipid Membrane Compositions
Lipid microdomains are specialized structures that play crucial roles in various physiological and pathological processes, such as modulating immune...
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Parallel contextual array insertion–deletion P systems and array rewriting P systems with pure 2D context-free rules
The problem of handling array languages using P systems was initially considered by Ceterchi et al. (In Nat Comput 2(3): 229–249, 2003), thereby...
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MEAHO: Membrane Evolutionary Algorithm for Hyperparameter Optimization of Deep Convolutional Neural Networks
Membrane algorithm has been used to solve many optimization problems since it was put forward. These methods used the membrane algorithm as a...
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On the power of boundary rule application in membrane computing
In this paper, it is investigated how different features of membrane systems can be simulated by the boundary rule application. Firstly, it is...
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Solving SAT with P systems with anti-membranes
P systems with anti-membranes represent a variant of P systems with anti-matter in which the concept of annihilation between a matter object and its...
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Description of membrane systems with time Petri nets: promoters/inhibitors, membrane dissolution, and priorities
We continue the investigations of the connection between membrane systems and time Petri nets by extending the examined class of systems from simple...
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Triplet encoded sequence based membrane protein classification using BiLSTM
Membrane proteins provide a significant part in cellular activities. The role of membrane proteins is inevitable in drug interactions and in all...
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Random walk simulation by population dynamics P systems
PDP systems have been widely used for real-life applications, such as systems biology, ecosystems, physics or economy, among others. Complex systems...
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Diffusion Optimization Algorithm Based on Membrane Calculation
In order to improve the efficiency and quality of solving complex optimization problems, a global optimization algorithm, called the Membrane...
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A topology for P-systems with active membranes
This paper proposes a study of deterministic P systems with active membranes in the context of discrete time dynamical systems. First of all, we...
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Numerical P Systems with Thresholds and Petri Nets
Membrane computing provides efficient computing devices for broad applications due to its distributed storage and the parallel processing. As...
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Evaluating space measures in P systems
P systems with active membranes are a variant of P systems where membranes can be created by division of existing membranes, thus creating an...
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On languages generated by isotonic array P systems with/without priority rules
Membrane computing and array grammars are two well-known areas in formal language theory. In this paper, we investigate the languages generated by...
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Thinking about spiking neural P systems: some theories, tools, and research topics
The present work focuses on three notions about spiking neural P systems (SN P systems), namely normal forms, homogeneous systems, and software tools...
