Special Issue "Complexity, Criticality and Computation (C³)"
Deadline for manuscript submissions: closed (28 February 2017)
Prof. Mikhail Prokopenko
Complex systems is a new approach to science and engineering that studies how relationships between parts give rise to collective emergent behaviours of the entire system, and how the system interacts with its environment.
Dynamics of a complex system cannot be predicted, or explained, as a linear aggregation of the individual dynamics of its components, and the interactions among the many constituent microscopic parts bring about synergistic macroscopic phenomena that cannot be understood by considering any single part alone. There is a growing awareness that complexity is strongly related to criticality: The behaviour of dynamical spatiotemporal systems at an order/disorder phase transition where scale invariance prevails.
Complex systems can also be viewed as distributed information-processing systems, in the domains ranging from systems biology and artificial life, to computational neuroscience, to digital circuitry, to transport networks. Consciousness emerging from neuronal activity and interactions, cell behaviour resultant from gene regulatory networks and swarming behaviour are all examples of global system behaviour emerging as a result of the local interactions of the individuals (neurons, genes, animals). Can these interactions be seen as a generic computational process? This question shapes the third component of our Special Issue, linking computation to complexity and criticality.
Prof. Mikhail Prokopenko
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 papers will be 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 100 words) can be sent to the Editorial Office for announcement on this website.
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-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Entropy 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 1500 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.
- emergent phenomena
- non-linear dynamics
- phase transitions
- information thermodynamics
- distributed information-processing
- computational neuroscience
- swarming behavior
- systems biology
- artificial life
- bio-inspired computing
- agent-based simulation