From the 1 of 3 linked papers with an AI index.
3 papers
Molecular Docking with Quantum Circuit Evolution
Gleydson Fernandes de Jesus, Bruno Oziel Fernandez, Marcelo A. Moret
The paper introduces a gate‑based, gradient‑free quantum evolutionary method called Quantum Circuit Evolution (QCE) to solve molecular docking problems, demonstrating faster and mo…
Quantum circuit evolutionary framework applied on set partitioning problem
Bruno Oziel Fernandez, Rodrigo Bloot, Marcelo Moret
Quantum algorithms are of great interest for their possible use in optimization problems. In particular, variational algorithms that use classical counterparts to optimize paramete…
Avoiding convergence stagnation in a quantum circuit evolutionary framework through an adaptive cost function
Bruno Oziel Fernandez, Rodrigo Bloot, Marcelo Moret
Binary optimization problems are emerging as potential candidates for useful applications of quantum computing. Among quantum algorithms, the quantum approximate optimization algor…