Collective Dynamics, Decision-Making and Self-Organization in Complex 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: 31 May 2025 | Viewed by 1136
Special Issue Editor
Interests: AI; blockchain; complex system governance; engineering management; Industry 5.0; IoT; risk management; sustainability
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Special Issue Information
Dear Colleagues,
Collective dynamics is the study of how the interactions between individuals in a system lead to system-level behaviors and phenomena. It can be applied to a variety of systems, including animal groups, human societies, companies in complex supply networks, vehicular traffic, and crowds. The study of collective dynamics is based on the idea that each individual in a system has their own decision policy which interacts with other participants. For example, in animal groups, social feedback between individuals can magnify differences over time, reinforcing leader and follower roles.
The various systems in collective dynamics make decisions for their benefit and the benefit of the collective. In this case, decision-making is the process of making choices by identifying a decision, gathering information, and assessing alternative resolutions. Using a step-by-step decision-making process can help you make more deliberate, thoughtful decisions by organizing relevant information and defining alternatives. However, there is a scarcity of research addressing decision-making in the context of collective dynamics.
Moreover, if the various systems are left in a state of self-organization such that order emerges from local interactions between parts of a system (the parts could be complex systems themselves) that were initially disordered, then the decision-making process for the benefit of the individual and the collective is called into question, especially in complex situations characterized by ambiguity, uncertainty, emergence, non-ergodicity, and non-monotonicity.
We are therefore interested in articles that investigate collective dynamics, with emphasis on decision-making and self-organization in complex systems. Potential topics include, but are not limited to, the following:
- Individual dynamics in collective dynamics;
- Collective dynamics in complex systems;
- Collective dynamics in system of systems;
- Decision-making in complex systems;
- Theories in collective dynamics;
- Modeling collective dynamics;
- Application case studies;
- Effects of self-organization in collective dynamics;
- Systems theory in collective dynamics.
Original work highlighting the latest research and technical developments is encouraged, but review papers and comparative studies are also welcome.
Dr. Polinpapilinho Katina
Guest Editor
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Keywords
- collective dynamics
- decision making
- self-organization
- complex systems
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