Bio-Inspired Collective Intelligence in Multi-Agent Systems
A special issue of Applied Sciences (ISSN 2076-3417). This special issue belongs to the section "Computing and Artificial Intelligence".
Deadline for manuscript submissions: closed (31 December 2024) | Viewed by 6032
Special Issue Editor
Interests: robot swarms; artificial intelligence; mathematical modeling; design of distributed systems; computational modeling; distributed AI
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
This Special Issue explores the fascinating realm of integrating nature's strategies into the design and functionality of multi-agent systems. Drawing inspiration from biological entities such as insect colonies, animal herds, and cellular systems, this research investigates how collective behaviors emerge from interactions among multiple agents.
This interdisciplinary field aims to replicate the adaptive, self-organizing, and decentralized nature of biological systems within artificial agents. By mimicking the decentralized decision making and coordination observed in nature, these multi-agent systems aim to exhibit enhanced problem solving, robustness, and scalability.
Exploring bio-inspired collective intelligence involves studying algorithms, models, and mechanisms that mimic natural systems' collective behaviors. From swarm robotics to optimization algorithms, this research avenue seeks to harness the power of decentralized control, information sharing, and emergent behaviors within artificial systems.
Understanding and implementing bio-inspired collective intelligence can revolutionize various domains, from autonomous robotics and distributed computing to logistics and optimization problems. This Special Issue aims to contribute to this evolving field by presenting novel approaches, insights, or applications that leverage nature's principles to enhance the capabilities of multi-agent systems.
Dr. Yara Khaluf
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. Applied Sciences is an international peer-reviewed open access semimonthly 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 2400 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
- bio-inspired
- collective intelligence
- multi-agent systems
- swarm robotics
- decentralized control
- emergent behavior
- nature-inspired algorithms
- self-organization
- distributed computing
- adaptive systems
Benefits of Publishing in a Special Issue
- Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
- Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
- Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
- External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
- e-Book format: Special Issues with more than 10 articles can be published as dedicated e-books, ensuring wide and rapid dissemination.
Further information on MDPI's Special Issue policies can be found here.