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Dynamic Neural Network Refinement (DNNR) is an advanced framework that allows neural networks to adapt in real time. Unlike static systems, DNNR refines network parameters on-the-fly to optimize performance. Its modularity ensures easy customization for versatile applications.
Real-time collaborative parking optimization system using advanced algorithms including game theory Nash equilibrium, A* pathfinding, ML forecasting, and driver psychology modeling. CIS 505 project demonstrating practical algorithm applications in urban planning.