Posted: Aug 31, 2023
This research introduces a novel systematic framework for mobile banking application distribution that fundamentally reimagines traditional deployment paradigms through the integration of quantum-inspired optimization algorithms and federated learning architectures. Unlike conventional approaches that treat application distribution as a linear deployment process, our methodology conceptualizes it as a dynamic, multi-dimensional optimization problem balancing security, user experience, computational efficiency, and regulatory compliance across heterogeneous device ecosystems. We developed a Quantum Harmony Search Optimization (QHSO) algorithm that adaptively distributes application components based on real-time network conditions, device capabilities, and user behavior patterns, achieving a 47
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