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Articles 17581 - 17610 of 1791766
Full-Text Articles in Entire DC Network
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Quantum Algorithms For Discrete And Combinatorial Optimization, Gloria Oppong
Quantum Algorithms For Discrete And Combinatorial Optimization, Gloria Oppong
UTC Spring Research and Arts Conference
This study explores quantum computing for combinatorial optimization, focusing on the Traveling Salesman Problem (TSP). Using Qiskit, the Quantum Approximate Optimization Algorithm (QAOA) is implemented on simulators and quantum hardware, and compared with classical optimization using Gurobi. TSP instances are encoded as Quadratic Unconstrained Binary Optimization (QUBO) problems derived from the Miller–Tucker–Zemlin formulation, with quadratic penalties enforcing degree and subtour constraints. Results indicate that QAOA consistently generates feasible tours, but classical branch-and-bound methods achieve better solution quality and runtime. On Noisy Intermediate-Scale Quantum (NISQ) devices, performance degrades with problem size due to sensitivity to parameter tuning, penalty scaling, and hardware …
Community Resilience And Response To Salinity Gradients In Streams Flowing Into Biscayne Bay, Florida, Sebastian M. Jimenez, Francesca Leasi
Community Resilience And Response To Salinity Gradients In Streams Flowing Into Biscayne Bay, Florida, Sebastian M. Jimenez, Francesca Leasi
UTC Spring Research and Arts Conference
Contemporary shifts in global and local salinity dynamics are caused by various factors, including altered global hydrological cycles, poor water management practices, and salt pollution. For my Honor’s Thesis, I explored the effects that salinity has on communities of meiofauna in coastal streams. Meiofauna are small (45-1000 μm) aquatic invertebrates (microinvertebrates). They are taxonomically diverse and vital to the health and function of all aquatic ecosystems and their food webs. I hypothesized that more sensitive taxa will only be found within a narrow range of salinity, while others will tolerate and be found across a greater range. I quantified meiofauna …