5 citations · 9 across the 6 of their papers we have counts for
7 papers
Quantum Computing in Industrial Environments: Where Do We Stand and Where Are We Headed?
Eneko Osaba, Iñigo Perez Delgado, Alejandro Mata Ali +3
This article explores the current state and future prospects of quantum computing in industrial environments. Firstly, it describes three main paradigms in this field of knowledge:…
Anomaly Detection from a Tensor Train Perspective
Alejandro Mata Ali, Aitor Moreno Fdez. de Leceta, Jorge López Rubio
We present a series of algorithms in tensor networks for anomaly detection in datasets, by using data compression in a Tensor Train representation. These algorithms consist of pres…
Quantum-inspired Techniques in Tensor Networks for Industrial Contexts
Alejandro Mata Ali, Iñigo Perez Delgado, Aitor Moreno Fdez. de Leceta
In this paper we present a study of the applicability and feasibility of quantum-inspired algorithms and techniques in tensor networks for industrial environments and contexts, wit…
QUBO Resolution of the Job Reassignment Problem
Iñigo Perez Delgado, Beatriz García Markaida, Alejandro Mata Ali +1
We present a subproblemation scheme for heuristical solving of the JSP (Job Reassignment Problem). The cost function of the JSP is described via a QUBO hamiltonian to allow impleme…
Quantum hobbit routing: Annealer implementation of generalized Travelling Salesperson Problem
Iñigo Perez Delgado, Beatriz García Markaida, Aitor Moreno Fdez. de Leceta +1
In this paper, we present an implementation of a Job Selection Problem (JSP) -- a generalization of the well-known Travelling Salesperson Problem (TSP) -- of jobs on its Quad…
Focusing on the Hybrid Quantum Computing -- Tabu Search Algorithm: new results on the Asymmetric Salesman Problem
Eneko Osaba, Esther Villar-Rodriguez, Izaskun Oregi +1
Quantum Computing is an emerging paradigm which is gathering a lot of popularity in the current scientific and technological community. Widely conceived as the next frontier of com…