Complex Systems and Application of Artificial Intelligence
A special issue of Information (ISSN 2078-2489). This special issue belongs to the section "Artificial Intelligence".
Deadline for manuscript submissions: closed (30 April 2022) | Viewed by 1008
Special Issue Editor
2. Department of Mechanical and Industrial Engineering, Faculty of Sciences and Technology, Nova University of Lisbon, 2825-149 Caparica, Portugal
Interests: complex systems; application of artificial intelligence; system planning; decision science; industrial management
Special Issue Information
Dear Colleagues,
The system paradigm, since its beginning, has opened new approaches to solve problems. The holistic approach helps to deal with complex organized challenges. Despite all efforts and models, the shortage of appropriate math methods has been the main dilemma in solving complex problems. When dealing with complex systems, as the most challenging problems, there is a need for innovative new approaches, and artificial intelligence (AI) could be a solution. AI works similarly to the human brain or natural systems, without limitations of capacity and memory, so the existing challenge is that of determining how to bring smartness and intelligence to deal with real-world complex problems. AI could considerably aid interdisciplinary research addressing problems in complex systems.
This Special Issue aims to highlight and present the latest developments in AI dealing with complex systems. AI includes different techniques and algorithms, and any of them would be welcome. The challenge here is that of applying AI to model complex systems for a better world. The application domain could include but is not limited to healthcare, manufacturing, security, collaborative networks, agriculture, economy, micro- and macromanagement, environment, and energy.
This Special Issue seeks interdisciplinary works (mathematics, physics, biology, social sciences, cognitive sciences, etc.) that demonstrate the intersection of complex systems and artificial intelligence. Topics of interest include but are not limited to the following:
- AI and dynamical systems;
- Complex systems and self-organization;
- AI and complex decision problems;
- AI in networks;
- AI in large-scale systems;
- AI in natural systems;
- AI and random systems;
- AI for complex technology;
- AI application in fuzzy environment;
- AI application in probabilistic problems;
- AI application in simulation and modeling of complex systems;
- AI and knowledge acquisition;
- AI and deep learning techniques;
- Collaborative AI systems;
- AI and optimization problems;
- Hybrid AI models.
Prof. Dr. Javad Jassbi
Guest Editor
Manuscript Submission Information
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Keywords
- Artificial intelligence
- Complex systems
- Emerging algorithms
- Human brain approaches
- System modelling
- Complex systems design
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