Search results for "TheoryofComputation_GENERAL"

showing 10 items of 106 documents

Quantum autoencoders via quantum adders with genetic algorithms

2017

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 than in the outer layers were considered. Here, we propose a useful connection between quantum autoencoders and quantum adders, which approximately add two unknown quantum states supported in different quantum systems. Specifically, this link allows us to employ optimized approximate quantum adders, obtained with genetic algorithms, for the implementation of quantum autoencoders for a variety of initial states. Furthermore, we can also directly optimize the quantum autoe…

FOS: Computer and information sciencesComputer Science::Machine Learning0301 basic medicineComputer Science - Machine LearningAdderPhysics and Astronomy (miscellaneous)Quantum machine learningField (physics)Computer scienceMaterials Science (miscellaneous)Computer Science::Neural and Evolutionary ComputationFOS: Physical sciencesData_CODINGANDINFORMATIONTHEORYTopology01 natural sciencesMachine Learning (cs.LG)Statistics::Machine Learning03 medical and health sciencesQuantum state0103 physical sciencesNeural and Evolutionary Computing (cs.NE)Electrical and Electronic Engineering010306 general physicsQuantumQuantum PhysicsArtificial neural networkComputer Science - Neural and Evolutionary ComputingTheoryofComputation_GENERALAutoencoderAtomic and Molecular Physics and OpticsQuantum technology030104 developmental biologyComputerSystemsOrganization_MISCELLANEOUSQuantum Physics (quant-ph)
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New Developments in Quantum Algorithms

2010

In this survey, we describe two recent developments in quantum algorithms. The first new development is a quantum algorithm for evaluating a Boolean formula consisting of AND and OR gates of size N in time O(\sqrt{N}). This provides quantum speedups for any problem that can be expressed via Boolean formulas. This result can be also extended to span problems, a generalization of Boolean formulas. This provides an optimal quantum algorithm for any Boolean function in the black-box query model. The second new development is a quantum algorithm for solving systems of linear equations. In contrast with traditional algorithms that run in time O(N^{2.37...}) where N is the size of the system, the …

FOS: Computer and information sciencesQuantum PhysicsComputer Science - Computational ComplexityComputerSystemsOrganization_MISCELLANEOUSComputer Science - Data Structures and AlgorithmsFOS: Physical sciencesTheoryofComputation_GENERALData Structures and Algorithms (cs.DS)Computational Complexity (cs.CC)Quantum Physics (quant-ph)
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Quantum property testing for bounded-degree graphs

2010

We study quantum algorithms for testing bipartiteness and expansion of bounded-degree graphs. We give quantum algorithms that solve these problems in time O(N^(1/3)), beating the Omega(sqrt(N)) classical lower bound. For testing expansion, we also prove an Omega(N^(1/4)) quantum query lower bound, thus ruling out the possibility of an exponential quantum speedup. Our quantum algorithms follow from a combination of classical property testing techniques due to Goldreich and Ron, derandomization, and the quantum algorithm for element distinctness. The quantum lower bound is obtained by the polynomial method, using novel algebraic techniques and combinatorial analysis to accommodate the graph s…

FOS: Computer and information sciencesQuantum PhysicsComputer Science - Computational ComplexityComputerSystemsOrganization_MISCELLANEOUSTheoryofComputation_GENERALFOS: Physical sciencesComputational Complexity (cs.CC)Quantum Physics (quant-ph)
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Coins Make Quantum Walks Faster

2004

We show how to search N items arranged on a $\sqrt{N}\times\sqrt{N}$ grid in time $O(\sqrt N \log N)$, using a discrete time quantum walk. This result for the first time exhibits a significant difference between discrete time and continuous time walks without coin degrees of freedom, since it has been shown recently that such a continuous time walk needs time $\Omega(N)$ to perform the same task. Our result furthermore improves on a previous bound for quantum local search by Aaronson and Ambainis. We generalize our result to 3 and more dimensions where the walk yields the optimal performance of $O(\sqrt{N})$ and give several extensions of quantum walk search algorithms for general graphs. T…

FOS: Computer and information sciencesQuantum PhysicsComputer Science - Data Structures and AlgorithmsTheoryofComputation_GENERALFOS: Physical sciencesData Structures and Algorithms (cs.DS)Quantum Physics (quant-ph)
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Automata and Quantum Computing

2015

Quantum computing is a new model of computation, based on quantum physics. Quantum computers can be exponentially faster than conventional computers for problems such as factoring. Besides full-scale quantum computers, more restricted models such as quantum versions of finite automata have been studied. In this paper, we survey various models of quantum finite automata and their properties. We also provide some open questions and new directions for researchers. Keywords: quantum finite automata, probabilistic finite automata, nondeterminism, bounded error, unbounded error, state complexity, decidability and undecidability, computational complexity

FOS: Computer and information sciencesQuantum PhysicsTheoryofComputation_COMPUTATIONBYABSTRACTDEVICESFormal Languages and Automata Theory (cs.FL)FOS: Physical sciencesTheoryofComputation_GENERALComputer Science - Formal Languages and Automata TheoryComputational Complexity (cs.CC)68Q10 68Q12 68Q15 68Q19 68Q45Computer Science - Computational ComplexityTheoryofComputation_MATHEMATICALLOGICANDFORMALLANGUAGESComputerSystemsOrganization_MISCELLANEOUSQuantum Physics (quant-ph)Computer Science::Formal Languages and Automata Theory
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Politics and Procurement: Evidence from Cleaning Contracts

2007

We study the effects of politics on public procurement in Swedish municipalities in 199098 using data on cleaning services. No procuring municipality committed to a standard auction format or to an ...

FinanceInformationSystems_GENERALPoliticsProcurementCommerceChief procurement officerbusiness.industryComputingMilieux_COMPUTERSANDSOCIETYTheoryofComputation_GENERALComputingMilieux_LEGALASPECTSOFCOMPUTINGbusinessSSRN Electronic Journal
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THE SHAPLEY-SOLIDARITY VALUE FOR GAMES WITH A COALITION STRUCTURE

2013

A value for games with a coalition structure is introduced, where the rules guiding cooperation among the members of the same coalition are different from the interaction rules among coalitions. In particular, players inside a coalition exhibit a greater degree of solidarity than they are willing to use with players outside their coalition. The Shapley value is therefore used to compute the aggregate payoffs for the coalitions, and the solidarity value to obtain the payoffs for the players inside each coalition.

General Computer ScienceCoalitional value Shapley value Owen value Solidarity value C71ComputingMilieux_PERSONALCOMPUTINGMathematicsofComputing_GENERALStructure (category theory)TheoryofComputation_GENERALComputingMethodologies_ARTIFICIALINTELLIGENCEShapley valueSolidarityjel:M2MicroeconomicsCore (game theory)Value (economics)jel:C0Economicsjel:D5Statistics Probability and UncertaintyBusiness and International Managementjel:B4jel:C6jel:D7Mathematical economicsjel:C7International Game Theory Review
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The combinatorics of the SU(2) black hole entropy in loop quantum gravity

2009

We use the combinatorial and number-theoretical methods developed in previous work by the authors to study black hole entropy in the new proposal put forward by Engle, Noui and Perez. Specifically we give the generating functions relevant for the computation of the entropy and use them to derive its asymptotic behavior including the value of the Immirzi parameter and the coefficient of the logarithmic correction.

General Relativity and Quantum CosmologyFOS: Physical sciencesTheoryofComputation_GENERALGeneral Relativity and Quantum Cosmology (gr-qc)Mathematical Physics (math-ph)General Relativity and Quantum CosmologyMathematical Physics
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Combinatorics of the SU(2) black hole entropy in loop quantum gravity

2009

We use the combinatorial and number-theoretical methods developed in previous works by the authors to study black hole entropy in the new proposal put forth by Engle, Noui, and Perez. Specifically, we give the generating functions relevant for the computation of the entropy and use them to derive its asymptotic behavior, including the value of the Immirzi parameter and the coefficient of the logarithmic correction.

General Relativity and Quantum CosmologyMatemáticasTheoryofComputation_GENERALFísica
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Effect of Mastiha supplementation on NAFLD: The MAST4HEALTH Randomised, Controlled Trial

2021

On behalf of MAST4HEALTH consortium: et al.

Male0301 basic medicine*NAFLD/NASH[SDV]Life Sciences [q-bio]MathematicsofComputing_GENERALGut floraGastroenterologyBody Mass Indexlaw.inventionPlacebos*metabolomicsLiver diseaseRandomized controlled trialNon-alcoholic Fatty Liver DiseaseFibrosislawNonalcoholic fatty liver disease*microbiota dysbiosisComputingMilieux_MISCELLANEOUSGreecebiologyMastic ResinMastihaNASHTheoryofComputation_GENERALMiddle Agedmetabolomics3. Good healthItalyLiverFemaleSerbiaMRIBiotechnologyAdultmedicine.medical_specialty*MRIPlacebo03 medical and health sciencesDouble-Blind MethodNAFLDInternal medicinemedicineHumansObesityAged030109 nutrition & dieteticsbusiness.industrymedicine.diseasebiology.organism_classificationGastrointestinal MicrobiomeClinical trialmicrobiota dysbiosis030104 developmental biologyDietary SupplementsDysbiosisComputingMilieux_COMPUTERSANDSOCIETYbusinessDysbiosis*MastihaFood Science
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