Convex Optimization and Entropy
A special issue of Entropy (ISSN 1099-4300).
Deadline for manuscript submissions: closed (30 December 2016)
Special Issue Editor
Interests: process analysis and modelling; optimal control and Pontryagin's principle; sensor fusion and vision analysis applications in electromechanical systems; synthesis and research in foundations of inference and machine learning methods; optimal resource allocation using variational programming
Special Issue Information
Dear Colleagues,
Maximization of entropy solves a convex optimization problem with emphasis on the uncertainty of observed data in real world models. We can perturb a system in such a way that a system’s behavior exposes more about its parameters compared to their uncertainties alone. Moreover, uncertainty of observed values allows us to construct an exponential smoothing filter that simultaneously handles information about abrupt changes in the system or even initial and/or boundary conditions. Additional types of information besides uncertainty information of the same convex optimization might result in new scientific endeavors in signal processing, system identification, probabilistic analysis, optimal control, and convex/variational programming applications, including, but not limited to bio-processes, robotics, vision analysis, and electromechanical systems.
This Special Issue aims to contribute to the discussion about links, similarities, strengths and weaknesses of different inference approaches of convex optimization and/or probabilistic methods.
Comparison analysis and/or unit tests of working examples and solutions are encouraged and experimental results and “how-tos” are welcome.
Renaldas Urniezius
Guest Editor
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 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 2600 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.
