Swarm Intelligence and Evolutionary Algorithms for Real World Applications (3rd Edition)
A special issue of Algorithms (ISSN 1999-4893). This special issue belongs to the section "Evolutionary Algorithms and Machine Learning".
Deadline for manuscript submissions: 31 January 2027 | Viewed by 823
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 have been thriving research topics, especially in areas where conventional methods fail to deal with the size and nature of the problem space.
The self-organising nature of swarm intelligence and evolutionary computation in both natural and computational models is key to the attractiveness of such techniques; they not only explain and reflect natural and social phenomena but also 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 optimisation-related problems are among the core issues. Ever since the inception of SI and EC techniques, researchers have been drawn to the complex emergent behaviour, robustness, and easy-to-understand architecture of nature-inspired swarm intelligence and evolutionary algorithms. In challenging search environments, these methods have often proved more useful than conventional approaches.
This Special Issue will facilitate the discussion of emerging topics in this context and encourage PhD students, early-career researchers, and senior academics to engage in a dialogue surrounding the real-world applications of swarm intelligence and evolutionary computation techniques.
Dr. Mohammad Majid al-Rifaie
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 250 words) can be sent to the Editorial Office for assessment.
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.
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Keywords
- swarm intelligence
- evolutionary computation
- large-scale optimisation
- multi-objective optimisation
- complex systems
- hybridisation
- premature convergence
- stagnation
- particle swarm optimisation
- differential evolutionary
- genetic algorithms
- dispersive flies optimisation
- ant colony optimisation
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