Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 2 of 2 for “"Physics-inspired algorithms"”.
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From Electron Glasses to Quantum Machine Learning: A Study in Quadratic Unconstrained Binary Optimization
… set of possible configurations. Many simplistic algorithms, such as the gradient descent, fail to solve hard QUBO problems within a reasonable time frame as they find themselves lingering through the myriad of valleys and hills, hardly ever advancing toward the true ground state. Hence, designing …
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Unconventional computing platforms and nature-inspired methods for solving hard optimisation problems
… to such problems often leads to new optimisation algorithms. This thesis focuses on studying gain-dissipative systems and nature-inspired algorithms that form a hybrid architecture that may soon rival classical hardware. Chapter 1 lays the necessary foundation and explains various …