Special Issue "Maximum Entropy Applied to Inductive Logic and Reasoning"
A special issue of Entropy (ISSN 1099-4300).
Deadline for manuscript submissions: closed (1 December 2014).
Interests: mathematical logics and applications; imperfect information, in all varieties and forms; rationality; decision science; quantum computing
Interests: causality; probability; logics and reasoning; their application to science, maths and ai
Since E.T. Jaynes showed how maximizing Shannon Entropy can be applied to rational belief formation, Maximum Entropy (MaxEnt) methods have played an important role in inductive reasoning. This special issue provides a forum for proponents, opponents and practitioners to discuss and advance the current state of the art. We explicitly welcome contributions arguing for or against MaxEnt methods.
Specific areas of interest include (but are not limited to):
- Formal applications of MaxEnt to inductive logic or inductive reasoning.
- Philosophical accounts of MaxEnt methods for inductive logic or inductive reasoning (including contributions arguing for or against MaxEnt methods).
- MaxEnt methods for rational agents (in a single agent, multi-agent or autonomous agent setting).
- Connections between MaxEnt and scoring rules.
- Surveys of the state of the art in one of the above areas.
- Historical perspectives on MaxEnt and inductive logic with a focus on where we stand today.
Dr. Juergen Landes
Prof. Dr. Jon Williamson
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 1600 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.
- maximum entropy principle
- inductive logic
- inductive reasoning
- inductive inference
- objective bayesianism
- scoring rules