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Využití evolučních algoritmů v kvantovém počítání / Application of Evolutionary Algorithms in Quantum Computing

In this thesis, an evolutionary system for searching quantum operators in the form of unitary matrices is implemented. The aim is to propose several representations of candidate solutions and settings of the evolutionary algorithm. Two evolutionary algorithms were applied: the genetic algorithm and evolutionary strategy. Furthermore, a method of generating a unitary matrix is presented which is used for the first time for this task. This method is in some aspects better than the previous ones. Finally, a comparison of all used techniques is shown in experiments.

Identiferoai:union.ndltd.org:nusl.cz/oai:invenio.nusl.cz:417250
Date January 2020
CreatorsŽufan, Petr
ContributorsMrázek, Vojtěch, Bidlo, Michal
PublisherVysoké učení technické v Brně. Fakulta informačních technologií
Source SetsCzech ETDs
LanguageCzech
Detected LanguageEnglish
Typeinfo:eu-repo/semantics/masterThesis
Rightsinfo:eu-repo/semantics/restrictedAccess

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