Special Issue on Membrane Computing

Aim and Scope

Membrane Computing is a computing paradigm, a istributed parallel computing devices (called, generically, P systems) processing multisets of objects (symbols, strings, numbers) by rewriting or biologically inspired evolution rules. Membrane Computing contains elements of theoretical computer science as well as neural computation and nature-inspired optimisation and, thus, can be viewed as a contact point between automata, formal languages and bio-inspired computation.

As parallel and unconventional computing devices, P systems have proved to overcome the well-known limitations imposed by the conventional techniques based on sequential machines and von Neumann architecture. Besides, due to their generality, they are extremely versatile and can be used both as “classic” computing models, as well as a framework for modelling biological and non-biological processes, also in control and optimisation.

The bibliography of the domain is already very comprehensive, including more than 120 PhD theses, tens of collective volumes, monographs and contributions in renowned journals, with topics ranging from significant theoretical results to relevant real-life applications.


This special issue collects original research works about recent advances in Membrane Computing. With this special issue, we wish to promote Membrane Computing to the general Computer Science community. Hence, we expect the articles to be accessible to/understandable by non-specialists in Membrane Computing or in Theoretical Computer Science. Theoretical results, applications, and implementation aspects are welcome. The list of topics includes but is not limited to:

     New P system architectures

     Studies on computational power (that is the capability of producing the same string), computing efficiency and computational complexity of P systems

     P systems as number generators to solve optimisation problems

     P systems as neural systems to aid optimisation algorithms

     Applications of P systems to engineering problems

     Computational modelling based on Membrane Computing of biomollecular processes (micro-level) and real ecosystems (macro-level)

Submission Guidelines

The manuscripts should be prepared according to the "Guide for Authors" section of the journal found at: https://www.elsevier.com/journals/information-sciences/0020-0255/guide-for-authors

and submission should be done through the journal's submission website: https://ees.elsevier.com/ins/default.asp

by selecting "SI: MC" and also clearly indicating the full title of this special issue "Membrane Computing" in comments to the Editor-in-Chief.

Each submitted paper will be reviewed by expert reviewers. Submission of a paper will imply that it contains original unpublished work and is not being submitted for publication elsewhere.

Important dates

     Submission deadline: June 30th, 2021

     Notification of first round: September 30th, 2021

     Re-submission deadline: November 30th, 2021

     Final decision: February 28th, 2022  

Guest Editors

Ferrante Neri

University of Nottingham, UK


Linqiang Pan

Huazhong University of Science and Technology, China


Mario Perez-Jimenez

University of Sevilla, Spain


Call for paper in PDF

Special Issue on Membrane Computing