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Full-Text Articles in Systems Engineering
Predicting Complex System Behavior Using Hybrid Modeling And Computational Intelligence, Vinayaka Gude
Predicting Complex System Behavior Using Hybrid Modeling And Computational Intelligence, Vinayaka Gude
Doctoral Dissertations
“Modeling and prediction of complex systems is a challenging problem due to the sub-system interactions and dependencies. This research examines combining various computational intelligence algorithms and modeling techniques to provide insights into these complex processes and allow for better decision making. This hybrid methodology provided additional capabilities to analyze and predict the overall system behavior where a single model cannot be used to understand the complex problem. The systems analyzed here are flooding events and fetal health care. The impact of floods on road infrastructure is investigated using graph theory, agent-based traffic simulation, and Long Short-Term Memory deep learning to …
Application Of Computational Intelligence To Explore And Analyze System Architecture And Design Alternatives, Gene Lesinski
Application Of Computational Intelligence To Explore And Analyze System Architecture And Design Alternatives, Gene Lesinski
Doctoral Dissertations
"Systems Engineering involves the development or improvement of a system or process from effective need to a final value-added solution. Rapid advances in technology have led to development of sophisticated and complex sensor-enabled, remote, and highly networked cyber-technical systems. These complex modern systems present several challenges for systems engineers including: increased complexity associated with integration and emergent behavior, multiple and competing design metrics, and an expansive design parameter solution space. This research extends the existing knowledge base on multi-objective system design through the creation of a framework to explore and analyze system design alternatives employing computational intelligence. The first research …