Generating Pseudo-Random Discrete Probability Distributions



Document title: Generating Pseudo-Random Discrete Probability Distributions
Journal: Brazilian journal of physics
Database: PERIÓDICA
System number: 000388321
ISSN: 0103-9733
Authors: 1
Institutions: 1Universidade Federal de Santa Maria, Departamento de Fisica, Santa Maria, Rio Grande do Sul. Brasil
Year:
Season: Ago
Volumen: 45
Number: 4
Pages: 377-382
Country: Brasil
Language: Inglés
Document type: Artículo
Approach: Experimental, analítico
English abstract The generation of pseudo-random discrete probability distributions is of paramount importance for a wide range of stochastic simulations spanning from Monte Carlo methods to the random sampling of quantum states for investigations in quantum information science. In spite of its significance, a thorough exposition of such a procedure is lacking in the literature. In this article, we present relevant details concerning the numerical implementation and applicability of what we call the iid, normalization, and trigonometric methods for generating an unbiased probability vector p = (p1, ··· , pd). An immediate application of these results regarding the generation of pseudo-random pure quantum states is also described
Disciplines: Física y astronomía
Keyword: Física atómica y molecular,
Distribuciones de probabilidad discreta,
Estados cuánticos,
Generación numérica
Keyword: Physics and astronomy,
Atomic and molecular physics,
Discrete probability distributions,
Quantum states,
Numerical generation
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