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Calendário de Eventos

"Graph Optimization via Continuous Quantum Walk: Quantum Resource Reduction and Exact Solutions for Minimal Spanning Tree"
Sexta-feira, Maio 30, 2025, 10:15 - 12:00
Contato: Emília/Gabriela Ramais: 15313 e 15312
Palestrante: Dr. Fabrício de Souza Luiz (DFMC-IFGW-Unicamp)
          
                            In this work, we present an innovative approach using Continuous Quantum Walk (CQW) to solve classical graph problems, 
such as the Minimum Spanning Tree (MST). The proposal is based on a mapping of the graph vertices into quantum states and the use of the system's 
transition probabilities to  identify optimal  solutions,  using  a  binary encoding of the states that  allows significantly reducing the use of 
resources.Specifically, the number of qubits required is reduced to log_2(N),  where N is the  number of  vertices in  the  graph. This  resource 
reduction allows the exact application of the algorithm to find the  MST without  degree restriction in high-dimensional graphs, in  addition  to 
providing  a good approximation for the problem with restriction.

 

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