Special Issue "Evolutionary Computation and Mathematical Programming"

A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Mathematics and Computers Science".

Deadline for manuscript submissions: 31 October 2019

Special Issue Editors

Guest Editor
Prof. Marjan Mernik

Institute of Computer Science, Faculty of Electrical Engineering and Computer Science, University of Maribor, Smetanova 17, 2000 Maribor, Slovenia
Website | E-Mail
Interests: concepts and implementation of programming languages, formal language definition, attribute grammars, compiler generators, domain-specific languages, grammar-based systems, grammatical inference, meta-heuristics, single and multi-objective optimization
Guest Editor
Dr. Foad Nazari

Villanova Center for Analytics of Dynamic Systems (VCADS), Faculty of Engineering, Villanova University Villanova, PA 19085, USA
Website | E-Mail
Interests: artificial intelligence, machine learning, meta-heuristics, single and multi-objective optimization, condition monitoring, vibration analysis, bio-medical diagnosis

Special Issue Information

Dear Colleagues,

Evolutionary computation is an abstraction from the theory of biological evolution for creating techniques or methodologies to obtain highly optimized solutions in a wide range of complex optimization problems. Nowadays, in various areas of human activity, it is needed to use computer programs based on probability and mathematical models to choose the best alternative from a set of available options and to determine the most efficient way to allocate scarce resources. Here, the concept of Mathematical Programming is employed.

This Special Issue on “Evolutionary Computation and Mathematical Programming” intends to collect the recent advances and studies associated with the theoretical development of this field as well as its new applications in engineering and science. All researchers are invited to contribute to this Special Issue with their original research articles, review papers, and short communications. Submitted manuscripts should clearly indicate the contribution in the work and meet high standards of exposition.

Contributions related to the advancement of metaheuristic optimization algorithms will be particularly appreciated.

Prof. Marjan Mernik
Dr. Foad Nazari
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 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. Mathematics 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 850 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

  • linear, nonlinear, stochastic, integer, and combinatorial optimization
  • mathematical programming
  • evolutionary algorithms
  • swarm intelligence
  • memetic algorithms

Published Papers

This special issue is now open for submission.
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