Computational Aspects Related to Unconventional, Bio-Inspired and Quantum Methods
This special issue belongs to the section "Computational Engineering".
Special Issue Information
Dear Colleagues,
During the last 20 years, bio-inspired computation models and mechanisms have been widely used, both in theory and practice, offering novel and interesting results. Natural Computing is a term with a twofold notion: It describes both nature-inspired computation methods and computational processes observed in natural environment. Besides its close connection with the branch of the Theory of Computation, Natural Computing deals with the development of algorithms and techniques inspired by actual natural processes.
The interdisciplinary concept of “Unconventional Computing” means the implementation of non-standard methods and models of the computational process. The research on alternative or unconventional computation methods is initiated mainly because of the apparent limits induced by the nature of the materials and the methods used in current computing technologies (see Moore's law). Therefore, various bio-inspired computing methods have already been proposed and studied, both in practice and theory. Hence, there is an ongoing effort to investigate the possibility of using such methods/materials for actual computation purposes, with promising and interesting results so far.
This Special Issue will try to shed light on problems related to the above concepts. It aims to gather works that will contribute to this emerging field. Hence, original and unpublished research articles on these topics are welcome. The main topics of the proposed Special Issue are the theoretical and practical aspect of unconventional and non-traditional computation methods and algorithms.
Dr. Theodore Andronikos
Dr. Dimitrios Tsoumakos
Dr. Spyros Sioutas
Dr. Ioannis Panagis
Dr. Konstantinos Giannakis
Guest Editors
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 250 words) can be sent to the Editorial Office for assessment.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-anonymized peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Computation is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 1800 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- natural computing
- quantum computing
- quantum and quantum-inspired algorithms
- molecular and DNA computing
- chemical computing
- molecular machines incorporating information processing
- membrane computing
- neural networks
- evolutionary computing
- computation graphs
- computation on networks and graphs
- computing based on dynamical systems
- non-standard approaches
- fuzzy computing
- computation approaches going beyond the Turing model
- application of non-standard computational methods
- physics of computation
- non-traditional approaches to classical problems
- parallel computing
- algorithms based on ant colonies, bees foraging etc.
- logics of unconventional computing
- physical limits to mechanical computation
- unconventional methods in education and learning approaches
Benefits of Publishing in a Special Issue
- Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
- Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
- Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
- External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
- Reprint: MDPI Books provides the opportunity to republish successful Special Issues in book format, both online and in print.
Published Papers
Computation - ISSN 2079-3197