Browsing by Author "Álvarez Rodríguez, Unai"
Now showing items 1-11 of 11
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A game theory model to explore the role of cooperation and diversity in community food security: the case of Southern Malawi
Balbi, S.; Álvarez Rodríguez, Unai; Latora, V.; Antonioni, A.; Villa, F. (Springer-Verlag GmbH, 2020)The Sustainable Development Goals aim at ending food insecurity by 2030. Therefore, civil society needs to understand the inherent complexities of both socio-economic and ecological dynamics and their interdependencies. ... -
Advanced-Retarded Differential Equations in Quantum Photonic Systems
Álvarez Rodríguez, Unai; Pérez Leija, Armando; Egusquiza Egusquiza, Iñigo Luis; Gräfe, Markus; Sanz Ruiz, Mikel ; Lamata Manuel, Lucas ; Szameit, Alexander; Solano Villanueva, Enrique Leónidas (Nature Publishing Group, 2017-02-23)We propose the realization of photonic circuits whose dynamics is governed by advanced-retarded differential equations. Beyond their mathematical interest, these photonic configurations enable the implementation of quantum ... -
Approximate Quantum Adders With Genetic Algorithms: An IBM Quantum Experience
Li, Rui; Álvarez Rodríguez, Unai; Lamata Manuel, Lucas ; Solano Villanueva, Enrique Leónidas (De Gruyter Open, 2017-07)It has been proven that quantum adders are forbidden by the laws of quantum mechanics. We analyze theoretical proposals for the implementation of approximate quantum adders and optimize them by means of genetic algorithms, ... -
Artificial Life in Quantum Technologies
Álvarez Rodríguez, Unai; Sanz Ruiz, Mikel ; Lamata Manuel, Lucas ; Solano Villanueva, Enrique Leónidas (Nature Publishing, 2016-02-08)We develop a quantum information protocol that models the biological behaviours of individuals living in a natural selection scenario. The artificially engineered evolution of the quantum living units shows the fundamental ... -
Biomimetic Cloning of Quantum Observables
Álvarez Rodríguez, Unai; Sanz Ruiz, Mikel ; Lamata Manuel, Lucas ; Solano Villanueva, Enrique Leónidas (Nature Publishing Group, 2014-05-09)We propose a bio-inspired sequential quantum protocol for the cloning and preservation of the statistics associated to quantum observables of a given system. It combines the cloning of a set of commuting observables, ... -
Quantum Artificial Life in an IBM Quantum Computer
Álvarez Rodríguez, Unai; Sanz Ruiz, Mikel ; Lamata Manuel, Lucas ; Solano Villanueva, Enrique Leónidas (Nature Publishing, 2018-10-04)We present the first experimental realization of a quantum artificial life algorithm in a quantum computer. The quantum biomimetic protocol encodes tailored quantum behaviors belonging to living systems, namely, self-replication, ... -
Quantum Artificial Life in an IBM Quantum Computer
Álvarez Rodríguez, Unai; Sanz Echevarría, María Begoña; Lamata Manuel, Lucas ; Solano Villanueva, Enrique Leónidas (Springer Nature, 2018)We present the first experimental realization of a quantum artificial life algorithm in a quantum computer. The quantum biomimetic protocol encodes tailored quantum behaviors belonging to living systems, namely, self-replication, ... -
Quantum autoencoders via quantum adders with genetic algorithms
Lamata Manuel, Lucas ; Álvarez Rodríguez, Unai; Martín-Guerrero, J.D.; Sanz Echevarría, María Begoña; Solano Villanueva, Enrique Leónidas (IOP Publishing, 2019)The quantum autoencoder is a recent paradigm in the field of quantum machine learning, which may enable an enhanced use of resources in quantum technologies. To this end, quantum neural networks with less nodes in the inner ... -
Quantum Biomimetics
Álvarez Rodríguez, Unai (2016-11-14)En esta tesis proponemos el concepto de Biomimética Cuántica orientado hacia la reproducción de comportamientos propios de los seres vivos en protocolos de información cuántica. En concreto, las propiedades que aspiramos ... -
Supervised Quantum Learning without Measurements
Álvarez Rodríguez, Unai; Lamata Manuel, Lucas ; Escandell Montero, Pablo; Martín-Guerrero, José D.; Solano Villanueva, Enrique Leónidas (Nature Publishing, 2017-10-20)We propose a quantum machine learning algorithm for efficiently solving a class of problems encoded in quantum controlled unitary operations. The central physical mechanism of the protocol is the iteration of a quantum ... -
The Forbidden Quantum Adder
Álvarez Rodríguez, Unai; Sanz Ruiz, Mikel ; Lamata Manuel, Lucas ; Solano Villanueva, Enrique Leónidas (Nature Publishing Group, 2015-07-08)Quantum information provides fundamentally different computational resources than classical information. We prove that there is no unitary protocol able to add unknown quantum states belonging to different Hilbert spaces. ...