Applications of Evolutionary and Swarm Systems
A special issue of Algorithms (ISSN 1999-4893). This special issue belongs to the section "Evolutionary Algorithms and Machine Learning".
Deadline for manuscript submissions: closed (15 September 2023) | Viewed by 3948
Special Issue Editor
Interests: swarm intelligence; evolutionary computation; tomographic reconstruction; computational creativity
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Swarm intelligence (SI) and evolutionary computation (EC) techniques are thriving research topics, especially in areas in which conventional methods fail to deal with the size and nature of the problem space.
The self-organizing nature of swarm intelligence and evolutionary computation in both nature and computational models is key to the attractiveness of such techniques; they not only explain and reflect on the natural-and-social phenomena but also their application to solve complex problems in many disciplines.
Additionally, noisy environments and/or incomplete data are often at the heart of real-world data where search- and optimization-related problems are amongst the core issues. Ever since the inception of SI and EC techniques, researchers have been attracted to the complex emergent behavior, robustness, and easy-to-understand architecture of nature-inspired swarm intelligence algorithms. In challenging search environments, these methods have often proved more useful than the conventional approaches.
The aim of this Special Issue is to facilitate the discussion of emerging topics in this context; PhD students, early-career researchers, and senior academics are encouraged to engage in a dialogue surrounding the applications and theories based on swarm intelligence and evolutionary computation techniques.
Topics of interest for this symposium include but are not limited to:
- applied and theoretical research in swarm intelligence and evolutionary computation;
- applications of swarm intelligence and evolutionary computation techniques for real-world problems;
- studies on the behavior of social insects, social animals, and natural phenomena in the context of swarm intelligence and evolutionary computation techniques.
Dr. Mohammad Majid al-Rifaie
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at mdpi.longhoe.net 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. Algorithms 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.
Keywords
- large-scale optimization
- multi-objective optimization
- hyperheuristics
- complex systems
- premature convergence
- stagnation
- particle swarm optimization
- differential evolution
- genetic algorithms
- dispersive fly optimization
- ant-colony optimization
