3 papers
quant-ph2025
Advances in Quantum Genetic Algorithms
Dennis Lima, Rakesh Saini, Saif Al-Kuwari
Quantum Genetic Algorithms (QGAs) are an emerging field of multivariate quantum optimization that emulate Darwinian evolution and natural selection, with vast applications in chemi…
quant-ph2025
Dynamic Depth Quantum Approximate Optimization Algorithm for Solving Constrained Shortest Path Problem
Rakesh Saini, Nora Mohamed, Saif Al-Kuwari +1
The Quantum Approximate Optimization Algorithm (QAOA) has emerged as a promising approach for solving NP hard combinatorial optimization problems on noisy intermediate-scale quantu…
cs.IR2025
Collaborative Filtering using Variational Quantum Hopfield Associative Memory
Amir Kermanshahani, Ebrahim Ardeshir-Larijani, Rakesh Saini +1
Quantum computing, with its ability to do exponentially faster computation compared to classical systems, has found novel applications in various fields such as machine learning an…